HR job title
- University Distinguished Professor
- Contact Info
- 1 979 862 3376
- Websites
Kumar, Panganamala Distinguished Professor
Positions
- Distinguished Professor, Electrical and Computer Engineering, College of Engineering
I have worked on problems in game theory, adaptive control, stochastic systems, simulated annealing, neural networks, machine learning, queueing networks, manufacturing systems, scheduling, wafer fabrication plants and information theory. My research is currently focused on energy systems, wireless networks, secure networking, automated transportation, and cyberphysical systems.
- Overview
- Publications
- Research
- Teaching
- Works By Students
- Background
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Overview
Publications
selected publications
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academic article
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Ibrahim, H., Kim, J., Ramos-Ruiz, J., Ko, W. H., Huang, T., Enjeti, P., Kumar, P. R., & Xie, L. e.
(2024).
Detection of Cyber Attacks in Grid-tied PV Systems Using Dynamic Watermarking. IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS.
PP(99), 1-10.
-
Huang, P., Kim, J., Kumar, P. R., Rajendran, J., & Enjeti, P.
(2024).
Enhancing Cybersecurity for Industrial Control Systems: Innovations in Protecting PLC-Dependent Industrial Infrastructures. IEEE Internet of Things Journal.
PP(99), 1-1.
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Sun, Y., Liu, T., Kumar, P. R., & Shahrampour, S.
(2024).
Linear Convergence of Independent Natural Policy Gradient in Games With Entropy Regularization. IEEE Control Systems Letters.
PP(99), 1-1.
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Shangguan, L., Chour, K., Ko, W. H., Kim, J., Kamath, G. K., Satchidanandan, B., Gopalswamy, S., & Kumar, P. R.
(2023).
Dynamic Watermarking for Cybersecurity of Autonomous Vehicles. IEEE transactions on industrial electronics (1982. Print).
70(11), 11735-11743.
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Alotaibi, F. H., Ibrahim, H., Kim, J., Kumar, P. R., & Enjeti, P.
(2023).
Designing an Intrusion Detection for an Adjustable Speed Drive System Controlling a Critical Process. 11, 78471-78479.
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Ko, W., Ramos-Ruiz, J. A., Huang, T., Kim, J., Ibrahim, H., Enjeti, P. N., Kumar, P. R., & Xie, L. e.
(2023).
Robust Dynamic Watermarking for Cyber-Physical Security of Inverter-Based Resources in Power Distribution Systems. IEEE transactions on industrial electronics (1982. Print).
PP(99), 1-11.
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Xie, L. e., Huang, T., Kumar, P. R., Thatte, A. A., & Mitter, S. K.
(2022).
On an Information and Control Architecture for Future Electric Energy Systems. Proceedings of the IEEE.
110(12), 1940-1962.
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Ganji, V., Lin, T., Espinal, F. A., & Kumar, P. R.
(2022).
BeamSurfer: Minimalist Beam Management of Mobile mm-Wave Devices. IEEE Transactions on Wireless Communications.
21(11), 8935-8949.
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Wang, Z., Wang, Z., Ko, W., Iquebal, A. S., Nguyen, V. u., Kazerooni, N. A., ... Bukkapatnam, S.
(2022).
An autonomous laser kirigami method with low-cost real-time vision-based surface deformation feedback system. The International Journal of Advanced Manufacturing Technology.
118(5-6), 1873-1883.
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Mazumder, S. K., Kulkarni, A., Sahoo, S., Blaabjerg, F., Mantooth, H. A., Balda, J. C., ... de la Fuente, E. P.
(2021).
A Review of Current Research Trends in Power-Electronic Innovations in Cyber-Physical Systems. IEEE Journal of Emerging and Selected Topics in Power Electronics.
9(5), 5146-5163.
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Huang, T., Ramos-Ruiz, J., Ko, W., Kim, J., Enjeti, P., Kumar, P. R., & Xie, L. e.
(2021).
Enabling Secure Peer-to-Peer Energy Transactions Through Dynamic Watermarking in Electric Distribution Grids Defending the distribution system against sophisticated cyberattacks with a provable guarantee. IEEE Electrification Magazine.
9(3), 55-64.
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Singh, R., & Kumar, P. R.
(2021).
Adaptive CSMA for Decentralized Scheduling of Multi-Hop Networks With End-to-End Deadline Constraints. 29(3), 1224-1237.
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Mahesh, P., Tiwari, A., Jin, C., Kumar, P. R., Reddy, A., Bukkapatanam, S., Gupta, N., & Karri, R.
(2021).
A Survey of Cybersecurity of Digital Manufacturing. 109(4), 495-516.
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Zhang, L. u., Wang, B., Zheng, X., Shi, W., Kumar, P. R., & Xie, L. e.
(2021).
A Hierarchical Low-Rank Approximation Based Network Solver for EMT Simulation. IEEE Transactions on Power Delivery.
36(1), 280-288.
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Ma, K. e., & Kumar, P. R.
(2021).
Incentive Compatibility in Stochastic Dynamic Systems. IEEE Transactions on Automatic Control.
66(2), 651-666.
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Huang, T., Freris, N. M., Kumar, P. R., & Xie, L. e.
(2020).
A Synchrophasor Data-Driven Method for Forced Oscillation Localization Under Resonance Conditions. IEEE TRANSACTIONS ON POWER SYSTEMS.
35(5), 3927-3939.
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Satchidanandan, B., & Kumar, P. R.
(2020).
On the Design of Security-Guaranteeing Dynamic Watermarks. 4(2), 307-312.
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Modarresi, M. S., Xie, L. e., Campi, M. C., Garatti, S., Care, A., Thatte, A. A., & Kumar, P. R.
(2019).
Scenario-Based Economic Dispatch With Tunable Risk Levels in High-Renewable Power Systems. IEEE TRANSACTIONS ON POWER SYSTEMS.
34(6), 5103-5114.
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Fontes, F., Halder, A., Becerril, J., & Kumar, P. R.
(2019).
Optimal Control of Thermostatic Loads for Planning Aggregate Consumption: Characterization of Solution and Explicit Strategies. IEEE Control Systems Letters.
3(4), 877-882.
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Akyildiz, I. F., Azcorra, A., Bellavista, P., Camarda, P., Conti, M., Crowcroft, J., ... Wolisz, A.
(2019).
Personal tributes to Mario Gerla. Ad Hoc Networks.
88, 172-182.
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Ming, H., Xie, L. e., Campi, M. C., Garatti, S., & Kumar, P. R.
(2019).
Scenario-Based Economic Dispatch With Uncertain Demand Response. IEEE Transactions on Smart Grid.
10(2), 1858-1868.
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Halder, A., Geng, X., Fontes, F., Kumar, P. R., & Xie, L. e.
(2019).
Optimal power consumption for demand response of thermostatically controlled loads. Optimal Control Applications and Methods.
40(1), 68-84.
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Singh, R., & Kumar, P. R.
(2019).
Throughput Optimal Decentralized Scheduling of Multihop Networks With End-to-End Deadline Constraints: Unreliable Links. IEEE Transactions on Automatic Control.
64(1), 127-142.
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Xie, L. e., Wu, M., & Kumar, P. R.
(2018).
Architecture and Economics for Grid Operation 3.0. 2(3), 198-323.
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Huang, T., Satchidanandan, B., Kumar, P. R., & Xie, L. e.
(2018).
An Online Detection Framework for Cyber Attacks on Automatic Generation Control. IEEE TRANSACTIONS ON POWER SYSTEMS.
33(6), 6816-6827.
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Singh, R., Kumar, P. R., & Xie, L. e.
(2018).
Decentralized Control via Dynamic Stochastic Prices: The Independent System Operator Problem. IEEE Transactions on Automatic Control.
63(10), 3206-3220.
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Guo, X., Singh, R., Kumar, P. R., & Niu, Z.
(2018).
A Risk-Sensitive Approach for Packet Inter-Delivery Time Optimization in Networked Cyber-Physical Systems. IEEE ACM Transactions on Networking.
26(4), 1976-1989.
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Halder, A., Geng, X., Kumar, P. R., & Xie, L. e.
(2017).
Architecture and Algorithms for Privacy Preserving Thermal Inertial Load Management by a Load Serving Entity. IEEE TRANSACTIONS ON POWER SYSTEMS.
32(4), 3275-3286.
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Fu, L., Wang, X., & Kumar, P. R.
(2017).
Are We Connected? Optimal Determination of Source-Destination Connectivity in Random Networks. IEEE ACM Transactions on Networking.
25(2), 751-764.
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Ponniah, J., Hu, Y., & Kumar, P. R.
(2017).
A Clean Slate Approach to Secure Ad Hoc Wireless Networking-Open Unsynchronized Networks. IEEE Transactions on Control of Network Systems.
4(1), 37-48.
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Satchidanandan, B., & Kumar, P. R.
(2017).
Dynamic Watermarking: Active Defense of Networked Cyber-Physical Systems. Proceedings of the IEEE.
105(2), 219-240.
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Jin, K., Kumar, P., Vanka, S. P., & Thomas, B. G.
(2016).
Rise of an argon bubble in liquid steel in the presence of a transverse magnetic field. Physics of Fluids.
28(9), 093301-093301.
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Ponniah, J., Hu, Y., & Kumar, P. R.
(2016).
A System-Theoretic Clean Slate Approach to Provably Secure Ad-Hoc Wireless Networking. IEEE Transactions on Control of Network Systems.
3(2), 206-217.
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Gao, Y., Tan, C. W., Huang, Y., Zeng, Z., & Kumar, P. R.
(2016).
Characterization and Optimization of Delay Guarantees for Real-Time Multimedia Traffic Flows in IEEE 802.11 WLANs. IEEE Transactions on Mobile Computing.
15(5), 1090-1104.
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Guo, X., Niu, Z., Zhou, S., & Kumar, P. R.
(2016).
Delay-Constrained Energy-Optimal Base Station Sleeping Control. IEEE Journal on Selected Areas in Communications.
34(5), 1073-1085.
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Kumar, P., & Vanka, S. P.
(2015).
Effects of confinement on bubble dynamics in a square duct. International Journal of Multiphase Flow.
77, 32-47.
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Niu, Z., Guo, X., Zhou, S., & Kumar, P. R.
(2015).
Characterizing Energy-Delay Tradeoff in Hyper-Cellular Networks With Base Station Sleeping Control. IEEE Journal on Selected Areas in Communications.
33(4), 641-650.
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Kumar, P. R.
(2015).
Bridging the Gap Between Information Theory and Wireless Networking. Lecture Notes in Mathematics.
2141, 109-135.
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Kim, K., & Kumar, P. R.
(2014).
An MPC-Based Approach to Provable System-Wide Safety and Liveness of Autonomous Ground Traffic. IEEE Transactions on Automatic Control.
59(12), 3341-3356.
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Horwitz, J., Kumar, P., & Vanka, S. P.
(2014).
Three-dimensional deformation of a spherical droplet in a square duct flow at moderate reynolds numbers. International Journal of Multiphase Flow.
67, 10-24.
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Xie, L. e., Chen, Y., & Kumar, P. R.
(2014).
Dimensionality Reduction of Synchrophasor Data for Early Event Detection: Linearized Analysis. IEEE TRANSACTIONS ON POWER SYSTEMS.
29(6), 2784-2794.
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Ponniah, J., Hu, Y., & Kumar, P. R.
(2014).
A Clean Slate Approach to Secure Wireless Networking. Foundations and Trends in Networking.
9(1), I-+.
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Astrom, K. J., & Kumar, P. R.
(2014).
Control: A perspective. Automatica.
50(1), 3-43.
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Kim, K., & Kumar, P. R.
(2013).
Real-Time Middleware for Networked Control Systems and Application to an Unstable System. IEEE Transactions on Control Systems Technology.
21(5), 1898-1906.
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Kim, K., & Kumar, P. R.
(2013).
An Overview and Some Challenges in Cyber-Physical Systems. JOURNAL OF THE INDIAN INSTITUTE OF SCIENCE.
93(3), 341-351.
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Muralidhar, A., & Kumar, P. R.
(2013).
Near-Optimal Quantization and Linear Network Coding for Relay Networks. IEEE TRANSACTIONS ON INFORMATION THEORY.
59(5), 2777-2793.
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Kumar, P. R., Kushilevitz, E., Manjunath, D., Medard, M., Orlitsky, A., & Srikant, R.
(2013).
In-Network Computation: Exploring the Fundamental Limits. IEEE Journal on Selected Areas in Communications.
31(4), 617-619.
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Kowshik, H., & Kumar, P. R.
(2013).
Optimal Computation of Symmetric Boolean Functions in Collocated Networks. IEEE Journal on Selected Areas in Communications.
31(4), 639-654.
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Shen, X. S., Hjorungnes, A., Zhang, Q., Kumar, P. R., & Han, Z.
(2012).
Guest Editorial Cooperative Networking Challenges and Applications (Part II). IEEE Journal on Selected Areas in Communications.
30(9), 1593-1596.
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Kowshik, H., & Kumar, P. R.
(2012).
Optimal Function Computation in Directed and Undirected Graphs. IEEE TRANSACTIONS ON INFORMATION THEORY.
58(6), 3407-3418.
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Hou, I., & Kumar, P. R.
(2012).
Queueing systems with hard delay constraints: a framework for real-time communication over unreliable wireless channels. Queueing Systems.
71(1-2), 151-177.
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Kim, K., & Kumar, P. R.
(2012).
Cyber-Physical Systems: A Perspective at the Centennial. Proceedings of the IEEE.
100(Special Centennial Issue), 1287-1308.
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Shen, X. S., Hjrungnes, A., Zhang, Q., Kumar, P. R., & Han, Z.
(2012).
Guest Editorial Cooperative Networking Challenges and Applications (Part I). IEEE Journal on Selected Areas in Communications.
30(2), 241-244.
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Hou, I., & Kumar, P. R.
(2012).
REAL-TIME COMMUNICATION OVER UNRELIABLE WIRELESS LINKS: A THEORY AND ITS APPLICATIONS. IEEE Wireless Communications.
19(1), 48-59.
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Freris, N. M., Graham, S. R., & Kumar, P. R.
(2011).
Fundamental Limits on Synchronizing Clocks Over Networks. IEEE Transactions on Automatic Control.
56(6), 1352-1364.
-
Kowshik, H., Caveney, D., & Kumar, P. R.
(2011).
Provable Systemwide Safety in Intelligent Intersections. IEEE Transactions on Vehicular Technology.
60(3), 804-818.
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Graham, S., Baliga, G., & Kumar, P. R.
(2009).
Abstractions, Architecture, Mechanisms, and a Middleware for Networked Control. IEEE Transactions on Automatic Control.
54(7), 1490-1503.
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Raghunathan, V., & Kumar, P. R.
(2009).
Wardrop Routing in Wireless Networks. IEEE Transactions on Mobile Computing.
8(5), 636-652.
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Morrison, J. R., & Kumar, P. R.
(2008).
Computational Performance Bounds for Markov Chains With Applications. IEEE Transactions on Automatic Control.
53(5), 1306-1311.
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Javidi, T., Franceschetti, M., Kumar, P. R., Mitter, S., & Teneketzis, D.
(2008).
Guest Editorial Control and Communications. IEEE Journal on Selected Areas in Communications.
26(4), 577-579.
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Robinson, C. L., & Kumar, P. R.
(2008).
Optimizing controller location in networked control systems with packet drops. IEEE Journal on Selected Areas in Communications.
26(4), 661-671.
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Behrman, E. C., Steck, J. E., Kumar, P., & Walshh, K. A.
(2008).
Quantum algorithm design using dynamic learning. Quantum Information and Computation.
8(1-2), 0012-0029.
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Plarre, K., & Kumar, P. R.
(2007).
Tracking Objects with Networked Scattered Directional Sensors. Eurasip Journal on Advances in Signal Processing.
2008(1), 360912.
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Robinson, C. L., Caveney, D., Caminiti, L., Baliga, G., Laberteaux, K., & Kumar, P. R.
(2007).
Efficient Message Composition and Coding for Cooperative Vehicular Safety Applications. IEEE Transactions on Vehicular Technology.
56(6), 3244-3255.
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Anjum, F., Choi, S., Gligor, V. D., Herrtwich, R. G., Hubaux, J., Kumar, P. R., Shorey, R., & Lea, C.
(2007).
Guest Editorial Vehicular Networks. IEEE Journal on Selected Areas in Communications.
25(8), 1497-1500.
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Xie, L., & Kumar, P. R.
(2007).
Multisource, Multidestination, Multirelay Wireless Networks. IEEE TRANSACTIONS ON INFORMATION THEORY.
53(10), 3586-3595.
-
Raghunathan, V., & Kumar, P. R.
(2007).
A counterexample in congestion control of wireless networks. Performance Evaluation.
64(5), 399-418.
-
Giridhar, A., & Kumar, P. R.
(2006).
Scheduling Automated Traffic on a Network of Roads. IEEE Transactions on Vehicular Technology.
55(5), 1467-1474.
-
Hou, J. C., & Kumar, P. R.
(2006).
Network modelling and simulation. Computer Networks.
50(12), 1885-1886.
-
Xue, F., & Kumar, P. R.
(2006).
On the
$theta$ -Coverage and Connectivity of Large Random Networks. IEEE ACM Transactions on Networking. 14(4), 675-682.
-
Xue, F., & Kumar, P. R.
(2006).
On the $ heta $-Coverage and Connectivity of Large Random Networks. IEEE TRANSACTIONS ON INFORMATION THEORY.
52(6), 2289-2299.
-
Xie, L., & Kumar, P. R.
(2006).
On the Path-Loss Attenuation Regime for Positive Cost and Linear Scaling of Transport Capacity in Wireless Networks. IEEE TRANSACTIONS ON INFORMATION THEORY.
52(6), 2313-2328.
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Giridhar, A., & Kumar, P. R.
(2006).
Toward a theory of in-network computation in wireless sensor networks. IEEE Communications Magazine.
44(4), 98-107.
-
Xie, L., & Kumar, P. R.
(2005).
An Achievable Rate for the Multiple-Level Relay Channel. IEEE TRANSACTIONS ON INFORMATION THEORY.
51(4), 1348-1358.
-
Giridhar, A., & Kumar, P. R.
(2005).
Computing and communicating functions over sensor networks. IEEE Journal on Selected Areas in Communications.
23(4), 755-764.
-
Xue, F. X., Xie, L., & Kumar, P. R.
(2005).
The Transport Capacity of Wireless Networks Over Fading Channels. IEEE TRANSACTIONS ON INFORMATION THEORY.
51(3), 834-847.
-
Kawadia, V., & Kumar, P. R.
(2005).
A cautionary perspective on cross-layer design. IEEE Wireless Communications.
12(1), 3-11.
-
Kawadia, V., & Kumar, P. R.
(2005).
Principles and Protocols for Power Control in Wireless Ad Hoc Networks. IEEE Journal on Selected Areas in Communications.
23(1), 76-88.
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Baliga, G., Graham, S., Sha, L., & Kumar, P. R.
(2004).
Service Continuity in Networked Control Using Etherware. IEEE Distributed Systems Online.
5(9), 2-2.
-
Agarwal, A., & Kumar, P. R.
(2004).
Capacity bounds for ad hoc and hybrid wireless networks. Computer Communications Review.
34(3), 71-81.
-
Xie, L., & Kumar, P. R.
(2004).
A Network Information Theory for Wireless Communication: Scaling Laws and Optimal Operation. IEEE TRANSACTIONS ON INFORMATION THEORY.
50(5), 748-767.
-
Agarwal, A., & Kumar, P. R.
(2004).
Improved capacity bounds for wireless networks. Wireless Communications and Mobile Computing.
4(3), 251-261.
-
Plarre, K. H., & Kumar, P. R.
(2004).
Extended message passing algorithm for inference in loopy Gaussian graphical models. Ad Hoc Networks.
2(2), 153-169.
-
Xue, F., & Kumar, P. R.
(2004).
The Number of Neighbors Needed for Connectivity of Wireless Networks. Wireless Networks: the journal of mobile communication, computation and information.
10(2), 169-181.
-
Kumar, P. R.
(2003).
A Correction to the Proof of a Lemma in The Capacity of Wireless Networks. IEEE TRANSACTIONS ON INFORMATION THEORY.
49(11), 3117-3117.
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Gupta, P., & Kumar, P. R.
(2003).
Towards an Information Theory of Large Networks: An Achievable Rate Region. IEEE TRANSACTIONS ON INFORMATION THEORY.
49(8), 1877-1894.
-
Borkar, V. S., & Kumar, P. R.
(2003).
Dynamic Cesaro-Wardrop equilibration in networks. IEEE Transactions on Automatic Control.
48(3), 382-396.
-
Gupta, N., & Kuman, P. R.
(2003).
A Performance Analysis of the 802.11 Wireless Lan Medium Access Control. Communications in Information and Systems.
3(4), 479-304.
-
Morrison, J. R., & Kumar, P. R.
(2001).
New Linear Program Performance Bounds for Closed Queueing Networks. Discrete Event Dynamic Systems.
11(4), 291-317.
-
Kumar, S., & Kumar, P. R.
(2001).
Queueing network models in the design and analysis of semiconductor wafer fabs. IEEE Transactions on Automation Science and Engineering.
17(5), 548-561.
-
Kumar, P. R.
(2001).
New technological vistas for systems and control: the example of wireless networks. IEEE Control Systems.
21(1), 24-37.
-
Kawadia, V., Narayanaswamy, S., Rozovsky, R., Sreenivas, R. S., & Kumar, P. R.
(2001).
Protocols for media access control and power control in wireless networks. IEEE Conference on Decision and Control.
2, 1935-1940 vol.2-1940.
-
Gupta, P., & Kumar, P. R.
(2000).
The capacity of wireless networks. IEEE TRANSACTIONS ON INFORMATION THEORY.
46(2), 388-404.
-
Daniels, M. W., & Kumar, P. R.
(1999).
The optimal use of the solar powered automobile. IEEE Control Systems.
19(3), 12-22.
-
Morrison, J. R., & Kumar, P. R.
(1999).
New Linear Program Performance Bounds for Queueing Networks. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS.
100(3), 575-597.
-
Campi, M. C., & Kumar, P. R.
(1998).
Adaptive Linear Quadratic Gaussian Control: The Cost-Biased Approach Revisited. SIAM Journal of Control and Optimization.
36(6), 1890-1907.
-
Campi, M. C., & Kumar, P. R.
(1998).
Learning dynamical systems in a stationary environment. Systems & Control Letters.
34(3), 125-132.
-
Kumar, S., Srikant, R., & Kumar, P. R.
(1998).
Bounding blocking probabilities and throughput in queueing networks with buffer capacity constraints. Queueing Systems.
28(1), 55-77.
-
Morrison, J. R., & Kumar, P. R.
(1998).
On the guaranteed throughput and efficiency of closed re-entrant lines. Queueing Systems.
28(1), 33-54.
-
Morrison, J. R., & Kumar, P. R.
(1998).
A counterexample to a conjecture of Harrison and Wein. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
3, 3457-3461 vol.3-3461.
-
Gupta, P., & Kumar, P. R.
(1998).
Critical power for asymptotic connectivity. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
1, 1106-1110 vol.1-1110.
-
Humes, C., Ou, J., & Kumar, P. R.
(1997).
The Delay of Open Markovian Queueing Networks: Uniform Functional Bounds, Heavy Traffic Pole Multiplicities, and Stability. Mathematics of Operations Research.
22(4), 921-954.
-
Jin, H., Ou, J., & Kumar, P. R.
(1997).
The Throughput of Irreducible Closed Markovian Queueing Networks: Functional Bounds, Asymptotic Loss, Efficiency, and the Harrison-Wein Conjectures. Mathematics of Operations Research.
22(4), 886-920.
-
Kumar, P. R., & Meyn, S. P.
(1996).
Duality and linear programs for stability and performance analysis of queuing networks and scheduling policies. IEEE Transactions on Automatic Control.
41(1), 4-17.
-
Kumar, S., & Kumar, P. R.
(1996).
Fluctuation smoothing policies are stable for stochastic re-entrant lines. Discrete Event Dynamic Systems.
6(4), 361-370.
-
Winograd, G. I., & Kumar, P. R.
(1996).
The FCFS service discipline: Stable network topologies, bounds on traffic burstiness and delay, and control by regulators. Mathematical and Computer Modelling.
23(11-12), 115-129.
-
Buescher, K. L., & Kumar, P. R.
(1996).
Learning by canonical smooth estimation. I. Simultaneous estimation. IEEE Transactions on Automatic Control.
41(4), 545-556.
-
Buescher, K. L., & Kumar, P. R.
(1996).
Learning by canonical smooth estimation. II. Learning and choice of model complexity. IEEE Transactions on Automatic Control.
41(4), 557-569.
-
Kumar, P. R.
(1995).
A tutorial on some new methods for performance evaluation of queueing networks. IEEE Journal on Selected Areas in Communications.
13(6), 970-980.
-
Perkins, J. R., & Kumar, P. R.
(1995).
Optimal control of pull manufacturing systems. IEEE Transactions on Automatic Control.
40(12), 2040-2051.
-
Kumar, P. R., & Meyn, S. P.
(1995).
Stability of queueing networks and scheduling policies. IEEE Transactions on Automatic Control.
40(2), 251-260.
-
Kumar, P. R.
(1994).
Scheduling semiconductor manufacturing plants. IEEE Control Systems.
14(6), 33-40.
-
Naik, S. M., & Kumar, P. R.
(1994).
Robust Indirect Adaptive Control of Time-Varying Plants with Unmodeled Dynamics and Disturbances. SIAM Journal of Control and Optimization.
32(6), 1696-1725.
-
Perkins, J. R., Humes, C., & Kumar, P. R.
(1994).
Distributed scheduling of flexible manufacturing systems: stability and performance. IEEE Transactions on Automation Science and Engineering.
10(2), 133-141.
-
Ellis, R. D., Ravikanth, R., & Kumar, P. R.
(1994).
Automating the simulation of complex discrete-time control systems: a mathematical framework, algorithms, and a software package. IEEE Transactions on Automatic Control.
39(9), 1795-1801.
-
Lu, S., Ramaswamy, D., & Kumar, P. R.
(1994).
Efficient scheduling policies to reduce mean and variance of cycle-time in semiconductor manufacturing plants. IEEE Transactions on Semiconductor Manufacturing.
7(3), 374-388.
-
Kumar, S., & Kumar, P. R.
(1994).
Performance bounds for queueing networks and scheduling policies. IEEE Transactions on Automatic Control.
39(8), 1600-1611.
-
Desai, M., Kumar, S., & Kumar, P. R.
(1994).
Quasi-Statically Cooled Markov Chains. Probability in the Engineering and Informational Sciences.
8(1), 1-19.
-
Ren, W., & Kumar, P. R.
(1994).
Stochastic adaptive prediction and model reference control. IEEE Transactions on Automatic Control.
39(10), 2047-2060.
-
Kumar, P. R.
(1993).
Re-entrant lines. Queueing Systems.
13(1-3), 87-110.
-
Naik, S. M., & Kumar, P. R.
(1993).
Stability of adaptively controlled systems using parameter projection. Control, theory and advanced technology.
9(1), 191-202.
-
Ren, W., & Kumar, P. R.
(1992).
Stochastic parallel model adaptation: theory and applications to active noise canceling, feedforward control, IIR filtering, and identification. IEEE Transactions on Automatic Control.
37(5), 566-578.
-
Naik, S. M., Kumar, P. R., & Ydstie, B. E.
(1992).
Robust continuous-time adaptive control by parameter projection. IEEE Transactions on Automatic Control.
37(2), 182-197.
-
Lu, S. H., & Kumar, P. R.
(1991).
Distributed scheduling based on due dates and buffer priorities. IEEE Transactions on Automatic Control.
36(12), 1406-1416.
-
Ren, W., & Kumar, P. R.
(1990).
Recent results on least squares-based adaptive control of linear stochastic systems in white noise. Sadhana: academy proceedings in engineering sciences.
15(4-5), 397-404.
-
Kumar, P. R.
(1990).
Convergence of adaptive control schemes using least-squares parameter estimates. IEEE Transactions on Automatic Control.
35(4), 416-424.
-
Kumar, P. R., & Seidman, T. I.
(1990).
Dynamic instabilities and stabilization methods in distributed real-time scheduling of manufacturing systems. IEEE Transactions on Automatic Control.
35(3), 289-298.
-
Chen, H., Kumar, P. R., & van Schuppen, J. H.
(1989).
On Kalman filtering for conditionally Gaussian systems with random matrices. Systems & Control Letters.
13(5), 397-404.
-
Connors, D. P., & Kumar, P. R.
(1989).
Simulated Annealing Type Markov Chains and Their Order Balance Equations. SIAM Journal of Control and Optimization.
27(6), 1440-1461.
-
Kumar, P. R.
(1989).
Simulated Annealing And Balance Of Recurrence Orders. Proceedings of SPIE.
1058, 103-106.
-
Praly, L., Lin, S., & Kumar, P. R.
(1989).
A Robust Adaptive Minimum Variance Controller. SIAM Journal of Control and Optimization.
27(2), 235-266.
-
Perkins, J. R., & Kumark, P. R.
(1989).
Stable, distributed, real-time scheduling of flexible manufacturing/assembly/diassembly systems. IEEE Transactions on Automatic Control.
34(2), 139-148.
-
Bielecki, T., & Kumar, P. R.
(1988).
Optimality of Zero-Inventory Policies for Unreliable Manufacturing Systems. Operations Research.
36(4), 532-541.
-
Connors, D. P., & Kumar, P. R.
(1988).
Balance of Recurrece Order in Time-Inhomogenous Markov Chains with Application to Simulated Annealing. Probability in the Engineering and Informational Sciences.
2(2), 157-184.
-
Kumar, P. R., & Praly, L.
(1987).
Self-Tuning Trackers. SIAM Journal of Control and Optimization.
25(4), 1053-1071.
-
Basar, T., & Kumar, P. R.
(1987).
On worst case design strategies. Computers and Mathematics with Applications.
13(1-3), 239-245.
-
Shaked, U., & Kumar, P. R.
(1986).
Minimum Variance Control of Discrete Time Multivariable ARMAX Systems. SIAM Journal of Control and Optimization.
24(3), 396-411.
-
Akella, R., & Kumar, P.
(1986).
Optimal control of production rate in a failure prone manufacturing system. IEEE Transactions on Automatic Control.
31(2), 116-126.
-
Kumar, P. R., & Walrand, J.
(1985).
Individually optimal routing in parallel systems. Journal of Applied Probability.
22(4), 989-995.
-
KUMAR, P. R., & SEIDMAN, T. I.
(1985).
Stability in the Sense of Bounded Average Power. IMA Journal of Mathematical Control and Information.
2(2), 109-122.
-
Kumar, P., & Young, G.
(1985).
Distributed learning of the global maximum in a two-player stochastic game with identical payoffs. SMC-15(6), 743-753.
-
Lin, W., Kumar, P. R., & Seidman, T. I.
(1985).
Will the self-tuning approach work for general cost criteria?. Systems & Control Letters.
6(2), 77-85.
-
Kumar, P. R.
(1985).
A Survey of Some Results in Stochastic Adaptive Control. SIAM Journal of Control and Optimization.
23(3), 329-380.
-
Becker, A., Kumar, P., & Wei, C.
(1985).
Adaptive control with the stochastic approximation algorithm: Geometry and convergence. IEEE Transactions on Automatic Control.
30(4), 330-338.
-
Lin, W., & Kumar, P.
(1984).
Optimal control of a queueing system with two heterogeneous servers. IEEE Transactions on Automatic Control.
29(8), 696-703.
-
Kumar, P. R.
(1983).
Optimal Adaptive Control of Linear-Quadratic-Gaussian Systems. SIAM Journal of Control and Optimization.
21(2), 163-178.
-
Kumar, P.
(1983).
Simultaneous identification and adaptive control of unknown systems over finite parameter sets. IEEE Transactions on Automatic Control.
28(1), 68-76.
-
Kumar, P. R.
(1982).
OPTIMAL ADAPTIVE CONTROL OF STOCHASTIC SYSTEMS. Ricerche di Automatica.
13(1), 1-5.
-
Kumar, P., & Woei Lin.
(1982).
Optimal adaptive controllers for unknown Markov chains. IEEE Transactions on Automatic Control.
27(4), 765-774.
-
Kumar, P., & Becker, A.
(1982).
A new family of optimal adaptive controllers for Markov chains. IEEE Transactions on Automatic Control.
27(1), 137-146.
-
Kumar, P. R.
(1982).
Adaptive Control with a Compact Parameter Set. SIAM Journal of Control and Optimization.
20(1), 9-13.
-
Kumar, P., & Seidman, T.
(1981).
On the optimal solution of the one-armed bandit adaptive control problem. IEEE Transactions on Automatic Control.
26(5), 1176-1184.
-
Kumar, P. R., & Shiau, T. H.
(1981).
Existence of Value and Randomized Strategies in Zero-Sum Discrete-Time Stochastic Dynamic Games. SIAM Journal of Control and Optimization.
19(5), 617-634.
-
Kumar, P. R., & van Schuppen, J. H.
(1981).
On the optimal control of stochastic systems with an exponential-of-integral performance index. Journal of Mathematical Analysis and Applications.
80(2), 312-332.
-
Kumar, P., & Van Schuppen, J.
(1980).
On Nash equilibrium solutions in stochastic dynamic games. IEEE Transactions on Automatic Control.
25(6), 1146-1149.
-
Kumar, P.
(1980).
Optimal mixed strategies in a dynamic game. IEEE Transactions on Automatic Control.
25(4), 743-749.
-
Kumar, P. R.
(1980).
A differential game with jump process observations. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS.
31(2), 219-231.
-
Personick, S., Balaban, P., Bobsin, J., & Kumar, P.
(1977).
A Detailed Comparison of Four Approaches to the Calculation of the Sensitivity of Optical Fiber System Receivers. IEEE TRANSACTIONS ON COMMUNICATIONS.
25(5), 541-548.
-
Ibrahim, H., Kim, J., Ramos-Ruiz, J., Ko, W. H., Huang, T., Enjeti, P., Kumar, P. R., & Xie, L. e.
(2024).
Detection of Cyber Attacks in Grid-tied PV Systems Using Dynamic Watermarking. IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS.
PP(99), 1-10.
-
book
-
Kumar, P. R., & Varaiya, P.
(2015).
Stochastic Systems Estimation, Identification, and Adaptive Control. SIAM.
-
Ponniah, J., Hu, Y., & Kumar, P. R.
(2015).
A Clean Slate Approach to Secure Wireless Networking. Now Publishers.
-
Hou, I., & Kumar, P. R.
(2013).
Packets with Deadlines. Ed. 6.
Springer Nature.
-
Xue, F., & Kumar, P. R.
(2006).
Scaling Laws for Ad Hoc Wireless Networks: An Information Theoretic Approach. Ed. 1.
Now Publishers.
-
Kumar, P. R., & Varaiya, P. P.
(1986).
Stochastic systems: estimation, identification, and adaptive control. Prentice Hall.
-
Kumar, P. R., & Varaiya, P.
(2015).
Stochastic Systems Estimation, Identification, and Adaptive Control. SIAM.
-
chapter
-
Giridhar, A., & Kumar, P. R.
(2011).
The Spatial Smoothing Method of Clock Synchronization in Wireless Networks. Nikoletseas, S., & Rolim, J. (Eds.),
Theoretical Aspects of Distributed Computing in Sensor Networks.
(pp. 227-256).
Springer Nature.
-
Kim, K., & Kumar, P. R.
(2010).
The Importance, Design and Implementation of a Middleware for Networked Control Systems. Lecture Notes in Control and Information Sciences.
Bemporad, A., Heemels, M., & Johansson, M. (Eds.),
Networked Control Systems.
(pp. 1-29).
Springer Nature.
-
Xie, L., & Kumar, P. R.
(2010).
InformationTheoretic Studies of Wireless Sensor Networks. Handbook on Array Processing and Sensor Networks.
(pp. 669-691).
Wiley.
-
Kumar, P. R.
(2010).
The Control Systems Handbook. Levine, W. S. (Eds.),
The Control Systems Handbook: Control System Advanced Methods, Second Edition.
(pp. 1371-1384).
CRC Press.
-
Robinson, C. L., & Kumar, P. R.
(2008).
Toward the Design of a Transport Layer for Networked Control Systems. Networked Sensing Information and Control.
(pp. 223-243).
Springer Nature.
-
Kowshik, H., Caveney, D., & Kumar, P. R.
(2008).
Safety and Liveness in Intelligent Intersections. Egerstedt, M., & Mishra, B. (Eds.),
Hybrid Systems: Computation and Control.
(pp. 301-315).
Springer Nature.
-
Giridhar, A., & Kumar, P. R.
(2007).
InNetwork Information Processing in Wireless Sensor Networks. Wireless Sensor Networks.
(pp. 43-67).
Wiley.
-
Kumar, P. R.
(2006).
Wireless Networks and the Expected Next Revolution in Information Technology. Wireless Networks.
(pp. 289-317).
Elsevier.
-
Kumar, P. R.
(2005).
Mobile, Wireless, and Sensor Networks. Shorey, R., Ananda, A. L., Chan, M. C., & Ooi, W. T. (Eds.),
Design for Pediatric and Neonatal Critical Care.
(pp. xiii-xiv).
Wiley.
-
Graham, S., & Kumar, P. R.
(2003).
The Convergence of Control, Communication, and Computation. Lecture Notes in Computer Science.
Conti, M., Giordano, S., Gregori, E., & Olariu, S. (Eds.),
Personal Wireless Communications.
(pp. 458-475).
Springer Nature.
-
Kumar, P. R.
(1996).
Asymptotics and Uniform Bounds for Multiclass Queueing Networks. Glasserman, P., Sigman, K., & Yao, D. D. (Eds.),
Stochastic Networks.
(pp. 65-73).
Springer Nature.
-
Kumar, S., & Kumar, P. R.
(1996).
Closed Queueing Networks in Heavy Traffic: Fluid Limits and Efficiency. Glasserman, P., Sigman, K., & Yao, D. D. (Eds.),
Stochastic Networks.
(pp. 41-64).
Springer Nature.
-
Kumar, P. R.
(1995).
An Adaptive Controller Inspired by Recent Results on Learning from Experts. Ima Volumes in Mathematics and Its Applications.
Åström, K. J., Goodwin, G. C., & Kumar, P. R. (Eds.),
Adaptive Control, Filtering, and Signal Processing.
(pp. 199-204).
Springer Nature.
-
Kumar, P. R.
(1994).
Scheduling Manufacturing Systems of Re-Entrant Lines. Yao, D. D. (Eds.),
Stochastic Modeling and Analysis of Manufacturing Systems.
(pp. 325-360).
Springer Nature.
-
Ren, W., & Kumar, P. R.
(1993).
The Convergence of output Error Recursions in Infinite Order Moving Average Noise. Ima Volumes in Mathematics and Its Applications.
Brillinger, D., Caines, P., Geweke, J., Parzen, E., Rosenblatt, M., & Taqqu, M. S. (Eds.),
New Directions in Time Series Analysis.
(pp. 315-324).
Springer Nature.
-
Naik, S. M., & Kumar, P. R.
(1992).
Extended least squares based adaptive control: Robustness analysis. Lecture Notes in Control and Information Sciences.
Duncan, T. E., & Pasik-Duncan, B. (Eds.),
Stochastic Theory and Adaptive Control.
(pp. 346-360).
Springer Nature.
-
Ren, W., & Kumar, P. R.
(1992).
The convergence of self-tuning feedback control for linear stochastic systems. Lecture Notes in Control and Information Sciences.
Duncan, T. E., & Pasik-Duncan, B. (Eds.),
Stochastic Theory and Adaptive Control.
(pp. 383-397).
Springer Nature.
-
Naik, S. M., Kumar, P. R., & Ydstie, B. E.
(1991).
Robust continuous-time adaptive control by parameter projection. Lecture Notes in Control and Information Sciences.
Kokotović, P. V. (Eds.),
Foundations of Adaptive Control.
(pp. 153-199).
Springer Nature.
-
Ren, W., & Kumar, P. R.
(1991).
Stochastic adaptive system theory: Recent advances and a reappraisal. Lecture Notes in Control and Information Sciences.
Kokotović, P. V. (Eds.),
Foundations of Adaptive Control.
(pp. 269-307).
Springer Nature.
-
Kumar, P. R.
(1989).
Performance and robustness in adaptive control of linear stochastic systems. Lecture Notes in Control and Information Sciences.
Christopeit, N., Helmes, K., & Kohlmann, M. (Eds.),
Stochastic Differential Systems.
(pp. 183-195).
Springer Nature.
-
Kumar, P. R.
(1988).
Recent Advances in the Theory of Stochastic Adaptive Control. Ima Volumes in Mathematics and Its Applications.
Fleming, W., & Lions, P. (Eds.),
Stochastic Differential Systems, Stochastic Control Theory and Applications.
(pp. 241-254).
Springer Nature.
-
Lin, W., & Kumar, P. R.
(1982).
Stochastic control of a queue with two servers of different rates. Lecture Notes in Control and Information Sciences.
Bensoussan, A., & Lions, J. L. (Eds.),
Analysis and Optimization of Systems.
(pp. 719-728).
Springer Nature.
-
KUMAR, P. R., & SHIAU, T. H.
(1981).
Zero-Sum Dynamic Gamesa aThe research reported here was supported by the U. S. Army Research Office under Contract No. DAAG 29-79-C0064. Control and Dynamic Systems.
LEONDES, C. T. (Eds.),
Advances in Theory and Applications.
(pp. 345-378).
Elsevier.
-
Giridhar, A., & Kumar, P. R.
(2011).
The Spatial Smoothing Method of Clock Synchronization in Wireless Networks. Nikoletseas, S., & Rolim, J. (Eds.),
Theoretical Aspects of Distributed Computing in Sensor Networks.
(pp. 227-256).
Springer Nature.
-
conference paper
-
Ganji, S., & Kumar, P. R.
(2023).
Seeing the Unseen. 3-4.
-
Zhang, L. u., Wang, B., Sarin, V., Shi, W., Kumar, P. R., & Xie, L. e.
(2021).
An Efficient Network Solver for Electromagnetic Transient Simulation of Power Systems Based on Hierarchical Inverse Computation and Modification. 01-06.
-
Ibrahim, H., Ramos-Ruiz, J., Kim, J., Ko, W. H., Huang, T., Enjeti, P., Kumar, P. R., & Xie, L. e.
(2021).
An Active Detection Scheme for Sensor Spoofing in Grid-tied PV Systems. 1433-1439.
-
Ramos-Ruiz, J., Ibrahim, H., Kim, J., Ko, W. H., Huang, T., Enjeti, P., Kumar, P. R., & Xie, L. e.
(2021).
Validation of a Robust Cyber Shield for a Grid Connected PV Inverter System via Digital Watermarking Principle. 1-6.
-
Kim, J., Ko, W., & Kumar, P. R.
(2021).
Cyber-Security through Dynamic Watermarking for 2-rotor Aerial Vehicle Flight Control Systems. 1277-1283.
-
Ganji, V., Lin, T., Espinal, F. A., & Kumar, P. R.
(2021).
UNBLOCK: Low Complexity Transient Blockage Recovery for Mobile mm-Wave Devices. International Conference on Communication Systems and Networks : [proceedings]. International Conference on Communication Systems and Networks.
501-508.
-
Hung, Y., Hsieh, P., Liu, X. i., & Kumar, P. R.
(2021).
Reward-Biased Maximum Likelihood Estimation for Linear Stochastic Bandits. Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence.
7874-7882.
-
Sivaranjani, S., Kumar, P. R., & Xie, L. e.
(2020).
A Privacy Preserving Model-Free Optimization and Control Framework for Demand Response from Residential Thermal Loads. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
5917-5922.
-
Ramos-Ruiz, J., Kim, J., Ko, W., Huang, T., Enjeti, P., Kumar, P. R., & Xie, L. e.
(2020).
An Active Detection Scheme for Cyber Attacks on Grid-tied PV Systems. 1-6.
-
Huang, T., Wang, B., Ramos-Ruiz, J., Enjeti, P., Kumar, P. R., & Xie, L. e.
(2020).
Detection of Cyber Attacks in Renewable-rich Microgrids Using Dynamic Watermarking. IEEE Power and Energy Society General Meeting.
1-5.
-
Modarresi, M. S., Xie, L. e., Campi, M. C., Garatti, S., Care, A., Thatte, A. A., & Kumar, P. R.
(2020).
Scenario-Based Economic Dispatch With Tunable Risk Levels in High-Renewable Power Systems. IEEE Power and Energy Society General Meeting.
1-1.
-
Padakandla, A., Kumar, P. R., & Szpankowski, W.
(2020).
The Trade-Off Between Privacy and Fidelity via Ehrhart Theory. IEEE TRANSACTIONS ON INFORMATION THEORY.
2549-2569.
-
Satchidanandan, B., & Kumar, P. R.
(2020).
The Watermark-Securable Subspace of a Linear System Containing a Single Malicious Actuator. 412-418.
-
Satchidanandan, B., & Kumar, P. R.
(2019).
On the Watermark-Securable Subspace of a Linear Stochastic System. 51-56.
-
Ko, W., & Kumar, P. R.
(2019).
Probability-based Collision Detection and Resolution of Planned Trajectories for Unmanned Aircraft System Traffic Management. 946-951.
-
Zhang, L. u., Wang, B., Wu, D., Xie, L. e., Kumar, P. R., & Shi, W.
(2019).
Fast Electromagnetic Transient Simulation Based on Hierarchical Low-Rank Approximation. 1-5.
-
Singh, R., Kamath, G. K., & Kumar, P. R.
(2019).
Optimal Information Updating based on Value of Information. 847-854.
-
Satchidanandan, B., Yau, S., Ganji, S. S., Kumar, P. R., Aziz, A., Ekbal, A., & Kundargi, N.
(2019).
A Directional Medium Access Control Protocol for 5G Millimeter-Wave Local Area Networks. Lecture Notes in Computer Science.
150-171.
-
Satchidanandan, B., & Kumar, P. R.
(2018).
On the Operational Significance of the Securable Subspace for Partially Observed Linear Stochastic Systems. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
2068-2073.
-
Ma, K. e., & Kumar, P. R.
(2018).
The Strategic LQG System: A Dynamic Stochastic VCG Framework for Optimal Coordination. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
5777-5782.
-
Liu, X. i., Hsieh, P., & Kumar, P. R.
(2018).
Safe Intersection Management for Mixed Transportation Systems with Human-Driven and Autonomous Vehicles. 834-841.
-
Yau, S., Hsieh, P., Bhattacharyya, R., Bhargav, K., Shakkottai, S., Hou, I., & Kumar, P. R.
(2018).
PULS: Processor-Supported Ultra-Low Latency Scheduling. 324-325.
-
Padakandla, A., Kumar, P. R., & Szpankowski, W.
(2018).
Preserving Privacy and Fidelity via Ehrhart Theory. IEEE International Symposium on Information Theory - Proceedings.
696-700.
-
Huang, T., Freris, N. M., Kumar, P. R., & Xie, L. e.
(2018).
Localization of Forced Oscillations in the Power Grid Under Resonance Conditions. 1-5.
-
Zhang, L. u., Wu, M., Li, Z., Kumar, P. R., Xie, L. e., & Shi, W.
(2018).
VLSI Architecture for Exciter, Governor, and Stabilizer in Fast Power System EMT Simulation. 1-6.
-
Yau, S., Hsieh, P., Bhattacharyya, R., Bhargav, K., Shakkottai, S., Hou, I., & Kumar, P. R.
(2018).
PULS: Processor-Supported Ultra-Low Latency Scheduling. 261-270.
-
Iquebal, A. S., Wang, Z., Ko, W., Wang, Z., Kumar, P. R., Srinivasa, A., & Bukkapatnam, S.
(2018).
Towards Realizing Cybermanufacturing Kiosks: Quality Assurance Challenges and Opportunities. Procedia Manufacturing.
1296-1306.
-
Satchidanandan, B., Yau, S., Kumar, P. R., Aziz, A., Ekbal, A., & Kundargi, N.
(2018).
TrackMAC: An IEEE 802.11ad-Compatible Beam Tracking-Based MAC Protocol for 5G Millimeter-Wave Local Area Networks. International Conference on Communication Systems and Networks : [proceedings]. International Conference on Communication Systems and Networks.
175-182.
-
Ko, W., Srinivasa, A., & Kumar, P. R.
(2017).
A Multi-Component Automated Laser-Origami System for Cyber-Manufacturing. IOP Conference Series: Materials Science and Engineering.
012013-012013.
-
Rafieisakhaei, M., Chakravorty, S., & Kumar, P. R.
(2017).
A Near-Optimal Decoupling Principle for Nonlinear Stochastic Systems Arising in Robotic Path Planning and Control. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
1-6.
-
Rafieisakhaei, M., Chakravorty, S., & Kumar, P. R.
(2017).
On the Use of the Observability Gramian for Partially Observed Robotic Path Planning Problems. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
1523-1528.
-
Chou, H., Xie, L. e., Enjeti, P., & Kumar, P. R.
(2017).
Power Electronics Intelligence at the Network Edge (PINE). 5214-5221.
-
Satchidanandan, B., & Kumar, P. R.
(2017).
The Securable Subspace of a Linear Stochastic System with Malicious Sensors and Actuators. 911-917.
-
Rafieisakhaei, M., Chakravorty, S., & Kumar, P. R.
(2017).
T-LQG: Closed-Loop Belief Space Planning Via Trajectory-Optimized LQG. IEEE International Conference on Robotics and Automation.
649-656.
-
Rafieisakhaei, M., Chakravorty, S., & Kumar, P. R.
(2017).
MT-LQG: Multi-Agent Planning in Belief Space via Trajectory-Optimized LQG**This material is based upon work partially supported by the U.S. Army Research Office under Contract No. W911NF-15-1-0279 the NSF under Science & Technology Center Grant CCF-0939370 and NPRP 6-784-2-329 from the Qatar National Research Fund, a member of Qatar Foundation. IEEE International Conference on Robotics and Automation.
5583-5590.
-
Hsieh, P., Liu, X. i., Jiao, J., Hou, I., Zhang, Y., & Kumar, P. R.
(2017).
Throughput-Optimal Scheduling for Multi-Hop Networked Transportation Systems With Switch-Over Delay. 1-10.
-
Satchidanandan, B., & Kumar, P. R.
(2017).
On Minimal Tests of Sensor Veracity for Dynamic Watermarking-Based Defense of Cyber-Physical Systems. 23-30.
-
Ko, W., & Kumar, P. R.
(2017).
Outlier Rejection for Networked Control Systems based on Middleware. 2017 14TH IEEE ANNUAL CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE (CCNC).
305-312.
-
Satchidanandan, B., & Kumar, P. R.
(2016).
Secure Control of Networked Cyber-Physical Systems. 283-289.
-
Ko, W., Satchidanandan, B., & Kumar, P. R.
(2016).
Theory and Implementation of Dynamic Watermarking for Cybersecurity of Advanced Transportation Systems. 416-420.
-
Ko, W., & Kumar, P. R.
(2016).
Cross-layer Design for Cyber-Physical Systems of Coordinated Networked Vehicles over Bi-Directional Middleware. Proceedings of the ... American Control Conference. American Control Conference.
6459-6464.
-
Wiseman, B. P., Chen, Y., Xie, L. e., & Kumar, P. R.
(2016).
PMU-based Reduced-order Modeling of Power System Dynamics via Selective Modal Analysis. Proceedings of the IEEE Power Engineering Society Transmission and Distribution Conference.
1-5.
-
Rafieisakhaei, M., Tamjidi, A., Chakravorty, S., & Kumar, P. R.
(2016).
Feedback Motion Planning Under Non-Gaussian Uncertainty and Non-Convex State Constraints. IEEE International Conference on Robotics and Automation.
4238-4244.
-
Chen, Y., Chintakunta, H., Xie, L. e., Baryshnikov, Y. M., & Kumar, P. R.
(2016).
Persistent-Homology-based Detection of Power System Low-frequency Oscillations using PMUs. 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP).
796-800.
-
Vanka, S. P., Kumar, P., Jin, K., & Thomas, B. G.
(2016).
Single and multiphase flow computations on graphics processing units. International Conference on Computational Methods for Thermal Problems.
-
Liu, X. i., & Kumar, P. R.
(2016).
Towards Safety of Transportation Systems with a Mixture of Automated and Human-Driven Vehicles. International Conference on Communication Systems and Networks : [proceedings]. International Conference on Communication Systems and Networks.
1-3.
-
Singh, R., Ma, K. e., Thatte, A. A., Kumar, P. R., & Xie, L. e.
(2015).
A Theory for the Economic Operation of a Smart Grid with Stochastic Renewables, Demand Response and Storage. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
3778-3785.
-
Singh, R., & Kumar, P. R.
(2015).
Decentralized Throughput Maximizing Policies for Deadline-Constrained Wireless Networks. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
3759-3766.
-
Singh, R., & Kumar, P. R.
(2015).
Optimizing Quality of Experience of Dynamic Video Streaming over Fading Wireless Networks. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
7195-7200.
-
Liu, X. i., Ma, K. e., & Kumar, P. R.
(2015).
Towards Provably Safe Mixed Transportation Systems with Human-driven and Automated Vehicles. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
4688-4694.
-
Halder, A., Geng, X., Sharma, G., Xie, L. e., & Kumar, P. R.
(2015).
A Control System Framework for Privacy Preserving Demand Response of Thermal Inertial Loads. 181-186.
-
Yau, S., Ge, L., Hsieh, P., Hou, I., Cui, S., Kumar, P. R., Ekbal, A., & Kundargi, N.
(2015).
WiMAC: Rapid Implementation Platform for User Definable MAC Protocols Through Separation. Computer Communications Review.
109-110.
-
An, J., Kumar, P. R., & Xie, L. e.
(2015).
On Transfer Function Modeling of Price Responsive Demand: An Empirical Study. IEEE Power and Energy Society General Meeting.
1-5.
-
Guo, X., Singh, R., Kumar, P. R., & Niu, Z.
(2015).
A High Reliability Asymptotic Approach for Packet Inter-Delivery Time Optimization in Cyber-Physical Systems. 197-206.
-
Ponniah, J., Hu, Y., & Kumar, P. R.
(2015).
A Clean Slate Design for Secure Wireless Ad-Hoc Networks - Part 1: Closed Synchronized Networks. 175-182.
-
Ponniah, J., Hu, Y., & Kumar, P. R.
(2015).
A Clean Slate Design for Secure Wireless Ad-Hoc Networks - Part 2: Open Unsynchronized Networks. 183-190.
-
Singh, R., Guo, X., & Kumar, P. R.
(2015).
Index Policies for Optimal Mean-Variance Trade-Off of Inter-delivery Times in Real-Time Sensor Networks. IEEE Infocom. Proceedings.
505-512.
-
Guo, X., Singh, R., Kumar, P. R., & Niu, Z.
(2015).
Optimal Energy-Efficient Regular Delivery of Packets in Cyber-Physical Systems. 2013 National Conference on Communications, NCC 2013.
3186-3191.
-
Singh, R., Kumar, P. R., & Xie, L. e.
(2015).
The ISO Problem: Decentralized Stochastic Control via Bidding Schemes. 552-559.
-
Ponniah, J., Xie, L., & Kumar, P. R.
(2015).
The Two-Way Multi-Relay Channel. 1-5.
-
Sharma, G., Xie, L. e., & Kumar, P. R.
(2014).
Optimal demand response for thermal inertial loads employing stochastic renewables: A privacy respecting architecture and its continuum scaling limit. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
358-363.
-
Ma, K. e., Xie, L. e., & Kumar, P. R.
(2014).
A Layered Architecture for EV Charging Stations Based on Time Scale Decomposition. 674-679.
-
Chen, Y., Xie, L. e., & Kumar, P. R.
(2014).
Integrating PMU-data-driven and Physics-based Analytics for Power Systems Operations. Conference record / Asilomar Conference on Signals, Systems & Computers. Asilomar Conference on Signals, Systems & Computers.
1127-1132.
-
Fu, L., Wang, X., & Kumar, P. R.
(2014).
Optimal Determination of Source-destination Connectivity in Random Graphs. 205-214.
-
Chen, Y., Xie, L. e., & Kumar, P. R.
(2014).
Power System Event Classification via Dimensionality Reduction of Synchrophasor Data. Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop.
57-60.
-
Singh, R., Hou, I., & Kumar, P. R.
(2014).
Fluctuation Analysis of Debt Based Policies for Wireless Networks with Hard Delay Constraints. IEEE Infocom. Proceedings.
2400-2408.
-
Sharma, G., Xie, L. e., & Kumar, P. R.
(2013).
On the optimality of de-synchronized demand response with stochastic renewables and inertial thermal loads. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
6292-6297.
-
Sharma, G., Xie, L. e., & Kumar, P. R.
(2013).
Large population optimal demand response for thermostatically controlled inertial loads. 259-264.
-
Gao, Y., Zeng, Z., Liu, X., & Kumar, P. R.
(2013).
The Answer Is Blowing in the Wind: Analysis of Powering Internet Data Centers with Wind Energy. IEEE Infocom. Proceedings.
520-524.
-
Chen, Y., Xie, L. e., & Kumar, P. R.
(2013).
Dimensionality Reduction and Early Event Detection Using Online Synchrophasor Data. IEEE Power and Energy Society General Meeting.
1-5.
-
Guo, X., Zhou, S., Niu, Z., & Kumar, P. R.
(2013).
Optimal Wake-up Mechanism for Single Base Station with Sleep Mode. 1-8.
-
Singh, R., Him, I., & Kumar, P. R.
(2013).
Pathwise Performance of Debt Based Policies for Wireless Networks with Hard Delay Constraints. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
7838-7843.
-
Kim, K., & Kumar, P. R.
(2012).
Prolog to the Section on Cyber-Physical Systems. Proceedings of the IEEE.
1285-1286.
-
Kumar, P. R.
(2012).
Three Theories for Delays, Clocks and Security in Wireless Networks. 3-3.
-
Kim, D., Esteki, D. J., Hu, Y., & Kumar, P. R.
(2011).
A Lightweight Deterministic MAC Protocol Using Low Cross-Correlation Sequences. 1-6.
-
Zeng, Z., Gao, Y., & Kumar, P. R.
(2011).
SOFA: A Sleep-Optimal Fair-Attention scheduler for the Power-Saving Mode of WLANs. 87-98.
-
Hou, I., & Kumar, P. R.
(2011).
Broadcasting delay-constrained traffic over unreliable wireless links with network coding. 4.
-
Anand, M., & Kumar, P. R.
(2011).
A Digital Interface for Gaussian Relay and Interference Networks: Lifting Codes from the Discrete Superposition Model. IEEE TRANSACTIONS ON INFORMATION THEORY.
2548-2564.
-
Kim, K., Mitra, S., & Kumar, P. R.
(2011).
Computing bounded -reach set with finite precision computations for a class of linear hybrid automata. 113-122.
-
Zeng, Z., Gao, Y., Tan, K., & Kumar, P. R.
(2011).
CHAIN: Introducing Minimum Controlled Coordination into Random Access MAC. IEEE Infocom. Proceedings.
2669-2677.
-
Gao, Y., Tan, C. W., Huang, Y., Zeng, Z., & Kumar, P. R.
(2011).
Feasibility and Optimization of Delay Guarantees for Non-homogeneous Flows in IEEE 802.11 WLANs. IEEE Infocom. Proceedings.
2660-2668.
-
Hou, I., Anh, T., Chakraborty, S., & Kumar, P. R.
(2011).
Optimality of Periodwise Static Priority Policies in Real-time Communications. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
5047-5051.
-
Hou, I., & Kumar, P. R.
(2011).
Scheduling Periodic Real-Time Tasks with Heterogeneous Reward Requirements. Proceedings - Real-Time Systems Symposium.
282-291.
-
Kim, K., Mitra, S., & Kumar, P. R.
(2010).
Bounded $epsilon$-Reachability of Linear Hybrid Automata with a Deterministic and Transversal Discrete Transition Condition. IEEE Conference on Decision and Control.
6177-6182.
-
Anand, M., & Kumar, P. R.
(2010).
Estimating the state of a Markov chain over a noisy communication channel: A bound and an encoder. IEEE Conference on Decision and Control.
7003-7008.
-
Robles, R. S., Haas, J. J., Chiang, J. T., Hu, Y., & Kumar, P. R.
(2010).
Secure Network-Wide Clock Synchronization in Wireless Sensor Networks. IEEE Conference on Decision and Control.
5616-5621.
-
Freris, N. M., Kowshik, H., & Kumar, P. R.
(2010).
Fundamentals of Large Sensor Networks: Connectivity, Capacity, Clocks, and Computation. Proceedings of the IEEE.
1828-1846.
-
Kim, D., Chiang, J. T., Hu, Y., Perrig, A., & Kumar, P. R.
(2010).
CRAFT: a new secure congestion control architecture. Proceedings of the ACM Conference on Computer and Communications Security.
705-707.
-
Lam, R. K., & Kumar, P. R.
(2010).
Dynamic channel partition and reservation for structured channel access in vehicular networks. 83-84.
-
Hou, I., & Kumar, P. R.
(2010).
Utility-optimal scheduling in time-varying wireless networks with delay constraints. 31-40.
-
Robles, R. S., Haas, J. J., Chiang, J. T., Hu, Y., & Kumar, P. R.
(2010).
Secure Topology Discovery Through Network-Wide Clock Synchronization. 1-5.
-
Kim, K., & Kumar, P. R.
(2010).
Design and experimental verification of real-time mechanisms for middleware for networked control. Proceedings of the ... American Control Conference. American Control Conference.
2119-2124.
-
Kowshik, H., & Kumar, P. R.
(2010).
Optimal computation of symmetric Boolean functions in Tree networks. 1873-1877.
-
Kowshik, H., & Kumar, P. R.
(2010).
Optimal ordering of transmissions for computing Boolean threshold functions. 1863-1867.
-
Gao, Y., Zeng, Z., & Kumar, P. R.
(2010).
Joint Random Access and Power Selection for Maximal Throughput in Wireless Networks. IEEE Infocom. Proceedings.
1-5.
-
Hou, I., & Kumar, P. R.
(2010).
Scheduling Heterogeneous Real-Time Traffic over Fading Wireless Channels. IEEE Infocom. Proceedings.
1-9.
-
Hou, I., & Kumar, P. R.
(2010).
Utility Maximization for Delay Constrained QoS in Wireless. IEEE Infocom. Proceedings.
1-9.
-
Anand, M., & Kumar, P. R.
(2010).
A digital interface for Gaussian relay networks: lifting codes from the discrete superposition model to Gaussian relay networks. 1-5.
-
Lam, R. K., & Kumar, P. R.
(2010).
Dynamic Channel Reservation to Enhance Channel Access by Exploiting Structure of Vehicular Networks. 1-5.
-
Kowshik, H., & Kumar, P. R.
(2010).
Optimal strategies for computing symmetric Boolean functions in collocated networks. 1-5.
-
Freris, N. M., Borkar, V. S., & Kumar, P. R.
(2009).
A model-based approach to clock synchronization. IEEE Conference on Decision and Control.
5744-5749.
-
Gao, Y., & Kumar, P. R.
(2009).
Joint Congestion Control and Random Access MAC in Multi-hop Wireless Networks via a Simplified Model. IEEE Conference on Decision and Control.
7119-7124.
-
Kowshik, H., & Kumar, P. R.
(2009).
Zero-error Function Computation in Sensor Networks. IEEE Conference on Decision and Control.
3787-3792.
-
Prabhakaran, V., & Kumar, P. R.
(2009).
Communication by Sleeping: Optimizing a Relay Channel Under Wake and Transmit Power Costs. 859-863.
-
Hou, I., & Kumar, P. R.
(2009).
Admission control and scheduling for QoS guarantees for variable-bit-rate applications on wireless channels. 175-184.
-
Hou, I., Borkar, V., & Kumar, P. R.
(2009).
A Theory of QoS for Wireless. IEEE Infocom. Proceedings.
486-494.
-
Chiang, J. T., Haas, J. J., Hu, Y., Kumar, P. R., & Choi, J.
(2009).
Fundamental Limits on Secure Clock Synchronization and Man-In-The-Middle Detection in Fixed Wireless Networks. IEEE Infocom. Proceedings.
1962-1970.
-
Anand, M., & Kumar, P. R.
(2009).
On approximating Gaussian relay networks with deterministic networks. 625-629.
-
Kim, K. D., & Kumar, P. R.
(2008).
Architecture and mechanism design for real-time and fault-tolerant etherware for networked control. IFAC papers online.
-
Kowshik, H., Caveney, D., & Kumar, P. R.
(2008).
Safety and liveness in intelligent intersections. Lecture Notes in Computer Science.
301-315.
-
D. Zheng, .., M. Cao, .., J. Zhang, .., & P. R. Kumar.
(2008).
Channel Aware Distributed Scheduling for Exploiting Multi-Receiver Diversity and Multiuser Diversity in Ad-Hoc Networks: A Unified PHY/MAC Approach. IEEE Infocom. Proceedings.
1454-1462.
-
Raghunathan, V., Borkar, V., Cao, M., & Kumar, P. R.
(2008).
Index Policies for Real-Time Multicast Scheduling for Wireless Broadcast Systems. IEEE Infocom. Proceedings.
2243-2251.
-
McCabe, R. J., Freris, N. M., & Kumar, P. R.
(2008).
Controlled Random Access MAC for Network Utility Maximization in Wireless Networks. IEEE Conference on Decision and Control.
2350-2355.
-
Robinson, C. L., & Kumar, P. R.
(2008).
Networked Control Systems with Packet Delays and Losses. IEEE Conference on Decision and Control.
4602-4607.
-
Freris, N. M., & Kumar, P. R.
(2007).
Fundamental Limits on Synchronization of Affine Clocks in Networks **This material is based upon work partially supported by NSF under Contract Nos. CCR-0325716 and CNS 05-19535, DARPA/AFOSR under Contract No. F49620-02-1-0325, DARPA under Contract Nos. N00014-0-1-1-0576, Oakridge-Battelle under Contract 239 DOE BATT 4000044522 and AFOSR under Contract No. F49620-02-1-0217. IEEE Conference on Decision and Control.
921-926.
-
Cao, M., Raghunathan, V., Hanly, S., Sharma, V., & Kumar, P. R.
(2007).
Power Control and Transmission Scheduling for Network Utility Maximization in Wireless Networks. IEEE Conference on Decision and Control.
5215-5221.
-
Robinson, C. L., & Kumar, P. R.
(2007).
Sending the Most Recent Observation is not Optimal in Networked Control: Linear Temporal Coding and Towards the Design of a Control Specific Transport Protocol. IEEE Conference on Decision and Control.
334-339.
-
Crenshaw, T. L., Gunter, E., Robinson, C. L., Sha, L., & Kumar, P. R.
(2007).
The Simplex Reference Model: Limiting Fault-Propagation due to Unreliable Components in Cyber-Physical System Architectures. Proceedings - Real-Time Systems Symposium.
400-409.
-
Robinson, C. L., Schtz, H., Baliga, G., & Kumar, P. R.
(2007).
Architecture and Algorithm for a Laboratory Vehicle Collision Avoidance System. 23-28.
-
Robinson, C. L., & Kumar, P. R.
(2007).
Control over Networks of Unreliable Links: Controller Location and Performance Bounds. 1-8.
-
P. Kumar, .., A. M. Reddy V., .., S. Sen, .., & P. Gupta.
(2007).
Random Walk on Random Graph based Outlier Detection in Wireless Sensor Networks. 45-49.
-
Cao, M., Raghunathan, V., & Kumar, P. R.
(2007).
Distributed Energy Aware Cross-Layer Resource Allocation in Wireless Networks
-
Solis, R., Borkar, V. S., & Kumar, P. R.
(2006).
A New Distributed Time Synchronization Protocol for Multihop Wireless Networks. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
2734-2739.
-
Crenshaw, T. L., Robinson, C. L., Ding, H., Kumar, P. R., & Sha, L.
(2006).
A Pattern for Adaptive Behavior in Safety-Critical, Real-Time Middleware. Proceedings - Real-Time Systems Symposium.
127-136.
-
Giridhar, A., & Kumar, P. R.
(2006).
Distributed Clock Synchronization over Wireless Networks: Algorithms and Analysis. IEEE Conference on Decision and Control.
4915-4920.
-
Baliga, G., Graham, S., Gunter, C. A., & Kumar, P. R.
(2006).
Reducing risk by managing software related failures in networked control systems. IEEE Conference on Decision and Control.
2866-2871.
-
Cao, M., Raghunathan, V., & Kumar, P. R.
(2006).
Cross-Layer Exploitation of MAC Layer Diversity in Wireless Networks. Proceedings - International Conference on Network Protocols, ICNP.
332-341.
-
Kumar, P. R.
(2006).
Towards a Third Generation of Control Systems. Lecture Notes in Computer Science.
2-2.
-
Xie, L., & Kumar, P. R.
(2006).
A Multi-Relay Scheme for the Multi-Source Multi-Cast Network. 2383-2387.
-
Cao, M., Raghunathan, V., & Kumar, P. R.
(2006).
Robust Floor Acquisition in the Presence of Multiple Fading Channels. 1108-1113.
-
Cao, M., Raghunathan, V., & Kumar, P. R.
(2006).
A Tractable Algorithm for Fair and Efficient Uplink Scheduling of Multi-hop WiMax Mesh Networks. 93-100.
-
Kumar, P. R.
(2005).
Architecture and protocols in wireless networking
-
Raghunathan, V., & Kumar, P. R.
(2005).
Issues in Wardrop routing in wireless networks. 34-41.
-
Raghunathan, V., & Kumar, P. R.
(2005).
A counterexample in congestion control of wireless networks. 290-297.
-
Baliga, G., & Kumar, P. R.
(2005).
A Middleware for Control over Networks. 482-487.
-
Kawadia, V., & Kumar, P. R.
(2005).
Experimental investigations into TCP performance over wireless multihop networks. 29-34.
-
Vaidya, N. H., Bernhard, J., Veeravalli, V. V., Kumar, P. R., & Iyer, R. K.
(2005).
Illinois wireless wind tunnel: a testbed for experimental evaluation of wireless networks. 64-69.
-
Giridhar, A., & Kumar, P. R.
(2005).
Maximizing the Functional Lifetime of Sensor Networks. 5-12.
-
Baliga, G., Graham, S., & Kumar, P. R.
(2005).
Middleware and Abstractions in the Convergence of Control with Communication and Computation**The research reported here has been supported by NSF under Contract Nos. NSF ANI 02-21357 and CCR-0325716, USARO under Contract Nos. DAAD19-;00-1-0466 and DAAD19-01010-465, DARPA/AFOSR under Contract No. F49620-02-1-0325, DARPA under Contact Nos. N00014-0-1-1-0576 and F33615-0-1-C-1905, and AFOSR under Contract No. F49620-02-1-0217. 4245-4250.
-
Plarre, K., & Kumar, P. R.
(2005).
Object Tracking by Scattered Directional Sensors. IEEE Conference on Decision and Control.
1-6.
-
Kawadia, V., & Kumar, P. R.
(2005).
Principles and protocols for power control in wireless ad hoc networks. IEEE Journal on Selected Areas in Communications.
76-88.
-
Giridhar, A., & Kumar, P. R.
(2004).
Computing and communicating statistics in sensor networks. 80.
-
Xue, F., Xie, L. L., & Kumar, P. R.
(2004).
The transport capacity of wireless networks over fading channels. 370.
-
Xie, L., & Kumar, P. R.
(2004).
An Achievable Rate for the Multiple Level Relay Channel. 3-3.
-
Kumar, P. R.
(2004).
Capacity, Architecture, Protocols, and Sensing in Wireless Networks. 469-472.
-
Baliga, G., Graham, S., Sha, L., & Kumar, P. R.
(2004).
Etherware: Domainware for Wireless Control Networks. 155-162.
-
Plarre, K., Kumar, P. R., & Seidman, T.
(2004).
Increasingly Correct Message Passing Algorithms for Heat Source Detection in Sensor Networks. 470-479.
-
Graham, S., Baliga, G., & Kumar, P. R.
(2004).
Issues in the Convergence of Control with Communication and Computing: Proliferation, Architecture, Design, Services, and Middleware. IEEE Conference on Decision and Control.
1466-1471.
-
Raghunathan, V., & Kumar, P. R.
(2004).
On Delay-Adaptive Routing in Wireless Networks. IEEE Conference on Decision and Control.
4661-4666.
-
Giridhar, A., & Kumar, P. R.
(2004).
Scheduling Algorithms for Automated Traffic**This material is based upon work partially supported by DARPA/AFOSR under Contract No. F49620-02-1-0325, AFOSR under Contract No. F49620-02-1-0217, USARO under Contract Nos. DAAD19-00-1-0466 and DAAD19-01010-465 and NSF under Contract Nos. NSF ANI 02-21357 and CCR-0325716, and DARPA under Contact Nos. N00014-0-1-1-0576 and F33615-0-1-C-1905. 2754-2759.
-
Giridhar, A., & Kumar, P. R.
(2004).
Sensor Networks: Towards a Theory of Computation and Communication of Functions of Measurements to a Fusion Center. 176-178.
-
Xue, F., Xie, L., & Kumar, P. R.
(2004).
The Transport Capacity of Wireless Networks over Fading Channels. 372-372.
-
Graham, S., & Kumar, P. R.
(2004).
Time in general-purpose control systems: The Control Time Protocol and an experimental evaluation. IEEE Conference on Decision and Control.
4004-4009.
-
Kawadia, V., & Kumar, P. R.
(2003).
Power control and clustering in ad hoc networks. IEEE Infocom. Proceedings.
459-469.
-
Plarre, K., & Kumar, P. R.
(2003).
Gaussian inference in loopy graphical models1. IEEE Conference on Decision and Control.
5747-5752.
-
Xie, L., & Kumar, P. R.
(2003).
Network Information Theory for Wireless Communications. 288-288.
-
Hristu-Varsakelis, D., & Kumar, P. R.
(2002).
Interrupt-based feedback control over a shared communication medium. IEEE Conference on Decision and Control.
3223-3228.
-
Xie, L. L., & Kumar, P. R.
(2002).
New results in network information theory: Scaling laws and optimal operational modes for wireless networks. IEEE Conference on Decision and Control.
3205-3208.
-
Morrison, J. R., & Kumar, P. R.
(2002).
Linear Programming Performance Bounds for Markov Chains With Polyhedrally Translation Invariant Probabilities and Applications to Unreliable Manufacturing Systems and Enhanced Wafer Fab Models. 69-78.
-
Xie, L., & Kumar, P. R.
(2002).
New Results in Network Information Theory: Scaling Laws for Wireless Communication and Optimal Strategies for Information Transport11This material is based upon work partially supported by the USARO under Contract DAAD1S-00-1-0466 and DAAD19-01010-465, DARPA under Contract F33615-01-C-1905 and N00014-01- 1-0576, DARPAIAFOSR under Contract F4962C-02-1-0325 and AFOSR under contract F49620-02-1-0217. 24-25.
-
Rozovsky, R., & Kumar, P. R.
(2001).
SEEDEX: A MAC protocol for ad hoc networks. 67-75.
-
Kumar, P. R.
(2001).
Issues in ad hoc networks: scaling laws, media access control, and power control. Proceedings of SPIE.
14-21.
-
Gupta, P., & Kumar, P. R.
(2001).
Towards an Information Theory of Large Networks: An Achievable Rate Region. IEEE International Symposium on Information Theory - Proceedings.
159-159.
-
Morrison, J. R., & Kumar, P. R.
(2000).
A unified approach to linear programming bounds for queueing networks: systems with polyhedral invariance of transition probabilities. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
546-551 vol.1-551.
-
Huang, K., & Kumar, P. R.
(2000).
Hierachical and integrated algorithms: comparison and applications in motion estimation and recognition. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
674-679 vol.1-679.
-
Gupta, P., & Kumar, P. R.
(2000).
Internets in the sky: capacity of 3D wireless networks. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
2290-2295 vol.3-2295.
-
Gupta, P., & Kumar, P. R.
(2000).
The traffic carrying capacity of wireless networks. IEEE International Symposium on Information Theory - Proceedings.
434.
-
Morrison, J. R., & Kumar, P. R.
(1999).
New performance bounds for semiconductor manufacturing plants: batch tools and setups. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
1363-1367 vol.2-1367.
-
Morrison, J. R., & Kumar, P. R.
(1999).
New throughput bounds for closed networks. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
1033-1038 vol.1-1038.
-
Gupta, P., & Kumar, P. R.
(1999).
What is the traffic hauling capacity of wireless networks?. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
3562-3563 vol.4-3563.
-
Singh, C., Hiskens, I. A., & Kumar, P. R.
(1998).
Application of simulated annealing to power system protection assessment. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
2023-2027 vol.2.
-
Kumar, P., Kothandaraman, K., & Ferreira, P.
(1998).
Scalable and maximally-permissive deadlock avoidance for FMS. 580-585 vol.1-585.
-
Gupta, P., & Kumar, P. R.
(1997).
A system and traffic dependent adaptive routing algorithm for ad hoc networks. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
2375-2380 vol.3-2380.
-
Morrison, J. R., & Kumar, P. R.
(1997).
Guaranteed efficiency in closed reentrant networks. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
1175-1180 vol.2-1180.
-
Daniel, M. W., & Kumar, P. R.
(1997).
Racing with the Sun: the optimal use of the solar power automobile. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
571-576 vol.1-576.
-
Morrison, J. R., & Kumar, P. R.
(1997).
Stability and performance analysis of queueing networks with virtual multiserver stations. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
3538-3543 vol.4-3543.
-
Ginsberg, M. D., & Kumar, P. R.
(1997).
The throughput of closed queueing networks with multiple loops. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
4074-4079 vol.4.
-
Kumar, S., Srikant, R., & Kumar, P. R.
(1996).
Bounding blocking probabilities and throughput in queueing networks with buffer capacity constraints. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
779-784 vol.1.
-
Campi, M. C., & Kumar, P. R.
(1996).
Learning dynamical systems in a stationary environment. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
2308-2311 vol.2-2311.
-
Campi, M. C., & Kumar, P. R.
(1996).
Optimal adaptive control of an LQG system. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
349-353 vol.1.
-
Humes, C. H., Ou, J., & Kumar, P. R.
(1995).
A linear programming approach to uniform functional expansions, heavy traffic pole multiplicities, and uniform stability for open queueing networks. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
1635-1638 vol.2-1638.
-
Kumar, S., & Kumar, P. R.
(1995).
Closed reentrant lines in heavy traffic: fluid limits and efficiency. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
841-846 vol.1-846.
-
Sohl, D. L., & Kumar, P. R.
(1995).
Fluctuation smoothing scheduling policies for multiple process flow fabrication plants. 190-198.
-
Jin, H., Ou, J., & Kumar, P. R.
(1995).
Throughput, efficiency, and heavy traffic asymptotic loss of closed queueing networks. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
3150-3151 vol.3-3151.
-
Kumar, P. R., & Meyn, S.
(1994).
Duality and linear programs for stability and performance analysis of queueing networks and scheduling policies. IEEE Conference on Decision and Control.
524-529 vol.1-529.
-
Kumar, S., & Kumar, P. R.
(1994).
Fluctuation smoothing policies are stable for stochastic re-entrant lines. IEEE Conference on Decision and Control.
1476-1480 vol.2-1480.
-
Perkins, J. R., & Kumar, P. R.
(1994).
Optimal control of pull manufacturing systems. Proceedings of the ... American Control Conference. American Control Conference.
3588-3592 vol.3-3592.
-
Kumar, S., & Kumar, P. R.
(1993).
Performance bounds for queueing networks and scheduling policies. IEEE Conference on Decision and Control.
3166-3171 vol.4-3171.
-
Lu, S., Ramaswamy, D., & Kumar, P. R.
(1993).
Scheduling Semiconductor Manufacturing Plants to Reduce Mean and Variance of Cycle-Time. 83-85.
-
Buescher, K. L., & Kumar, P. R.
(1993).
Selecting model complexity in learning problems. IEEE Conference on Decision and Control.
3527-3533 vol.4-3533.
-
Kumar, P. R., & Meyn, S. P.
(1993).
Stability of queueing networks and scheduling policies. IEEE Conference on Decision and Control.
2730-2735 vol.3-2735.
-
Perkins, J. R., & Kumar, P. R.
(1992).
Buffer level control of unreliable manufacturing systems. Proceedings of the ... American Control Conference. American Control Conference.
826-827.
-
Buescher, K. L., & Kumar, P. R.
(1992).
Learning stochastic functions by smooth simultaneous estimation. 272-279.
-
Ren, W., & Kumar, P. R.
(1992).
Adaptive Feedback Control of Linear Stochastic Systems. Proceedings of the ... American Control Conference. American Control Conference.
2348-2353.
-
Naik, S. M., & Kumar, P. R.
(1992).
Adaptive IIR Filtering and Output Error Identification: Robustness Analysis. Proceedings of the ... American Control Conference. American Control Conference.
1471-1475.
-
Lu, S., & Kumar, P. R.
(1992).
Control Policies for Scheduling of Semiconductor Manufacturing Plants. Proceedings of the ... American Control Conference. American Control Conference.
828-829.
-
Buescher, K. L., & Kumar, P. R.
(1992).
Learning by Smooth Simultaneous Estimation of the Error of Hypotheses. Proceedings of the ... American Control Conference. American Control Conference.
2188-2189.
-
Ellis, R. D., Ravikanth, R., & Kumar, P. R.
(1992).
Automating the simulation of complex discrete-time control systems: a mathematical framework, algorithms and a software package. 110-115 vol.1.
-
Naik, S. M., & Kumar, P. R.
(1991).
A Robust Adaptive Controller for Continuous Time Systems. Proceedings of the ... American Control Conference. American Control Conference.
132-137.
-
Ren, W., & Kumar, P. R.
(1991).
Interlacing Is Not Necessary for Adaptive Control. Proceedings of the ... American Control Conference. American Control Conference.
661-666.
-
Naik, S. M., Kumar, P. R., & Ydstie, B. E.
(1991).
Robust continuous time adaptive control by parameter projection. IEEE Conference on Decision and Control.
742-747 vol.1-747.
-
Naik, S. M., & Kumar, P. R.
(1991).
Robustness of extended least squares based adaptive control. IEEE Conference on Decision and Control.
754-759 vol.1-759.
-
Ren, W., & Kumar, P. R.
(1991).
Stochastic parallel model adaptation: theory and applications to active noise cancelling, feedforward control, IIR filtering and identification. IEEE Conference on Decision and Control.
1668-1673 vol.2-1673.
-
Lu, C., & Kumar, P. R.
(1990).
Distributed scheduling based on due dates and buffer prioritization. 565-567 vol.2.
-
Ren, W., & Kumar, P. R.
(1990).
The convergence of output error identification and adaptive IIR filtering algorithms in the presence of colored noise. IEEE Conference on Decision and Control.
3534-3539 vol.6-3539.
-
Kumar, P. R.
(1989).
Convergence of adaptive control schemes using least-squares estimates. IEEE Conference on Decision and Control.
727-731 vol.1-731.
-
Kumar, P. R., & Seidman, T. I.
(1989).
Dynamic instabilities and stabilization methods in distributed real-time scheduling of manufacturing systems. IEEE Conference on Decision and Control.
2028-2031 vol.3-2031.
-
Lin, S., & Kumar, P. R.
(1988).
Parameter convergence in the stochastic gradient adaptive control law. IEEE Conference on Decision and Control.
1211-1212 vol.2-1212.
-
Connors, D. P., & Kumar, P. R.
(1988).
Simulated-annealing type Markov chains and their order balance equations. IEEE Conference on Decision and Control.
1496-1501 vol.2-1501.
-
Perkins, J., & Kumar, P. R.
(1988).
Stable distributed real-time scheduling of flexible manufacturing/assembly/disassembly systems. IEEE Conference on Decision and Control.
1863-1865 vol.3-1865.
-
Praly, L., Lin, S. F., & Kumar, P. R.
(1987).
A robust adaptive minimum variance regulator. IEEE Conference on Decision and Control.
1653-1656.
-
Connors, D. P., & Kumar, P. R.
(1987).
Simulated annealing and balance of recurrence order in time-inhomogeneous Markov chains. IEEE Conference on Decision and Control.
2261-2263.
-
Kumar, P. R.
(1986).
Identification and Adaptive Control of Linear Stochastic Systems. 87-102.
-
Bielecki, T., & Kumar, P. R.
(1986).
Necessary and sufficient conditions for a zero-inventory policy to be optimal in an unreliable manufacturing system. IEEE Conference on Decision and Control.
248-250.
-
Kumar, P. R., & Praly, L.
(1986).
Self-tuning and convergence of parameter estimates in minimum variance tracking and linear model following. IEEE Conference on Decision and Control.
1903-1905.
-
Akella, R., & Kumar, P. R.
(1985).
Optimal control of production rate in a failure prone manufacturing system. IEEE Conference on Decision and Control.
1693-1693.
-
Kumar, P. R.
(1984).
On simulating to estimate derivatives of performance measures in discrete-event systems. IEEE Conference on Decision and Control.
534-534.
-
Kumar, P. R.
(1984).
WILL SELF-TUNING OCCUR FOR GENERAL COST CRITERIA?. IEEE Conference on Decision and Control.
57.
-
Lin, W., & Kumar, P. R.
(1983).
Optimal Control of Two Differing Servers. Proceedings of the ... American Control Conference. American Control Conference.
1041-1041.
-
Lin, W., & Kumar, P. R.
(1983).
Convergence in self-tuning controllers. 739-739.
-
Kumar, P., & Lin, W.
(1982).
Optimal adaptive controllers for unknown Markov chains. IEEE Transactions on Automatic Control.
765-774.
-
Kumar, P. R., & Lin, W.
(1981).
Optimal adaptive controllers for unknown systems. IEEE Conference on Decision and Control.
1247-1250.
-
Ganji, S., & Kumar, P. R.
(2023).
Seeing the Unseen. 3-4.
-
institutional repository document
-
Singh, R., & Kumar, P. R.
(2016).
Throughput Optimal Decentralized Scheduling of Multi-Hop Networks with End-to-End Deadline Constraints: Unreliable Links
-
Singh, R., Kumar, P. R., & Xie, L. e.
(2016).
Decentralized Control via Dynamic Stochastic Prices: The Independent System Operator Problem
-
Ponniah, J., Hu, Y., & Kumar, P. R.
(2013).
A System-Theoretic Clean Slate Approach to Provably Secure Ad Hoc Wireless Networking
-
Singh, R., & Kumar, P. R.
(2016).
Throughput Optimal Decentralized Scheduling of Multi-Hop Networks with End-to-End Deadline Constraints: Unreliable Links
-
patent
-
Kumar, P. R., & Richardson, R. M.
(1998).
Scheduling System and Scheduling Method for Reentrant Line Processes
-
Kumar, P. R., & Richardson, R. M.
(1998).
Scheduling System and Scheduling Method for Reentrant Line Processes
-
report
-
Kumar, P. R., Gautam, N., Sprintson, A., & Shakkottai, S.
(2016).
A Holistic Approach to Networked Information Systems Design and Analysis
-
Kumar, P. R., Gautam, N., Sprintson, A., & Shakkottai, S.
(2016).
A Holistic Approach to Networked Information Systems Design and Analysis
-
review
-
Kumar, P.
(1985).
Theory and practice of recursive identification. IEEE Transactions on Automatic Control.
1054-1056.
-
Kumar, P.
(1985).
Theory and practice of recursive identification. IEEE Transactions on Automatic Control.
1054-1056.
editor of
-
book
-
Astrm, K. J., Goodwin, G. C., & Kumar, P. R.
(2012).
Adaptive Control, Filtering, and Signal Processing
Kumar, P. R. (Eds.),
Springer Science & Business Media.
-
Kumar, P. R., & Varaiya, P.
(2012).
Discrete Event Systems, Manufacturing Systems, and Communication Networks
Kumar, P. R. (Eds.),
Springer Science & Business Media.
-
Astrm, K. J., Goodwin, G. C., & Kumar, P. R.
(2012).
Adaptive Control, Filtering, and Signal Processing
Kumar, P. R. (Eds.),
Springer Science & Business Media.
Research
principal investigator on
- ARL: Tactical Networks awarded by United States Army - (Washington D.C., District of Columbia, United States) 2019 - 2024
- SII Planning: Theory, Practice and Reality of Spectrum awarded by Directorate for Mathematical & Physical Sciences - (Arlington, Virginia, United States) 2020 - 2021
- Information Sciences Campaign, KCI-IS-1: Cyber Fire and Maneuver in Tactical Battle: Dynamic Watermarking and Timing Analysis to Protect Vehicular Cyber-Physical Systems awarded by United States Army - (Washington D.C., District of Columbia, United States) 2018 - 2021
- ICN-WEN: Collaborative Research: SPLICE: Secure Predictive Low-Latency Information Centric Edge for Next Generation Wireless Networks awarded by National Science Foundation - (Arlington, Virginia, United States) 2017 - 2020
- CPS: Synergy: Collaborative Research: Holistic Control and Management of Industrial Wireless Processes awarded by National Science Foundation - (Arlington, Virginia, United States) 2016 - 2019
- Modeling and Control of Information-Driven Smart Transportation Systems awarded by Qatar National Research Fund - (Doha, Qatar) 2016 - 2019
- EAGER: Cybermanufacturing - Design and Analysis of a Cyberphysical Systems Approach for Custom Manufacturing Kiosks awarded by National Science Foundation - (Arlington, Virginia, United States) 2015 - 2018
- NeTS: Medium: Collaborative Research: Leveraging Physical Layer Advances for the Next Generation Distributed Wireless Channel Access Protocols awarded by National Science Foundation - (Arlington, Virginia, United States) 2013 - 2017
- A Holistic Approach to Networked Information Systems Design and Analysis- awarded by United States Air Force - (Arlington, Virginia, United States) 2013 - 2016
- CPS: Synergy: Collaborative Research: Boolean Microgrid awarded by National Science Foundation - (Arlington, Virginia, United States) 2012 - 2016
co-principal investigator on
- CPS: Medium: Real-Time Learning and Control of Stochastic Nanostructure Growth Processes Through in situ Dynamic Imaging awarded by Directorate for Engineering - (Arlington, Virginia, United States) 2021 - 2023
- HDR Tripods: Texas A&M Research Institute for Interdisciplinary Foundations of DATA Science (TRIFECDAS) awarded by National Science Foundation - (Arlington, Virginia, United States) 2019 - 2022
- Distributed Network Algorithms for End-to-End Complex QoS Guarantees in Mission-Critical Multi-hop Mobile Networks awarded by United States Department of the Navy - (Arlington, Virginia, United States) 2018 - 2020
- Towards End-to-End QoE Guarantees for Timely Video Delivery in Adversarial Multi-hop Battlefield Networks awarded by United States Army - (Washington D.C., District of Columbia, United States) 2018 - 2020
- BD Spokes: SPOKE: South: Collaborative: Smart Grids Big Data awarded by National Science Foundation - (Arlington, Virginia, United States) 2016 - 2020
- CIF: Small: Massive Uncoordinated and Sporadic Multiple Access -- Strengthening Connections between Coding and Random Access awarded by National Science Foundation - (Arlington, Virginia, United States) 2016 - 2020
- RAPID: Powering through the hurricane: self-organizing power-electronics intelligence at the network edge awarded by National Science Foundation - (Arlington, Virginia, United States) 2017 - 2019
- Towards Provably Timely and Reliable Battlefield Networks awarded by United States Army - (Washington D.C., District of Columbia, United States) 2015 - 2019
- EAGER: A Dynamical Systems Approach to Modeling and Controlling Price Responsive Demand in Electric Power Systems awarded by National Science Foundation - (Arlington, Virginia, United States) 2015 - 2018
- Equipment for Research in Networks and Systems awarded by United States Army - (Washington D.C., District of Columbia, United States) 2016 - 2017
- Dimensionality Reduction and Early Event Detection Using Online Synchrophasor Data awarded by United States Department of Energy - (Washington D.C., District of Columbia, United States) 2013 - 2015
investigator on
- REU Site on Cybermanufacturing awarded by National Science Foundation - (Arlington, Virginia, United States) 2018 - 2021
Teaching
teaching activities
- ECEN434 Optimization For Ecen Instructor
- ECEN491 Research Instructor
- ECEN684 Professional Internship Instructor
- ECEN685 Directed Studies Instructor
- ECEN689 Sptp: Machine Learning Enginee Instructor
- ECEN689 Sptp:machine Learning Eng Instructor
- ECEN691 Research Instructor
- ECEN740 Machine Learning Engr Instructor
- ECEN754 Optimization For Ecen Instructor
- ECEN755 Stochastic Systems Instructor
Works By Students
chaired theses and dissertations
-
Ko, Woo Hyun (2017-08). Middleware and Architecture for Advanced Applications of Cyber-physical Systems.
-
Sharma, Gaurav (2016-07). Optimal Demand Response Schemes for Renewable Integration using Thermal Inertial Loads.
-
Singh, Rahul (2015-12). Distributed Operation of Uncertain Dynamical Cyberphysical Systems.
Background
education and training
- D.Sc. in Systems Science and Mathematics, Washington University in St. Louis - (St Louis, Missouri, United States) 1977
- M.S. in Systems Science and Mathematics, Washington University in St. Louis - (St Louis, Missouri, United States) 1975
- B.T. in Electrical Engineering, Indian Institute of Technology Madras - (Chennai, Tamil Nadu, India) 1973
awards and honors
- Association of Former Students University-Level Distinguished Achievement Award, The, conferred by Texas A&M University - (College Station, Texas, United States), 2019
- IEEE INFOCOM Achievement Award, conferred by Institute of Electrical and Electronics Engineers - (Piscataway, New Jersey, United States), 2016
- Fellow, conferred by Association for Computing Machinery - (New York, New York, United States), 2013
- SIGMOBILE/Outstanding Contribution Award, conferred by Association for Computing Machinery - (New York, New York, United States), 2012
- Membership, conferred by National Academy of Engineering - (Washington D.C., District of Columbia, United States), 2007
- Control Systems Award, conferred by Institute of Electrical and Electronics Engineers - (Piscataway, New Jersey, United States), 2006
- Fellow, conferred by Institute of Electrical and Electronics Engineers - (Piscataway, New Jersey, United States), 1988
Contact
first name
- Panganamala
has last name
- Kumar
mailing address
-
Texas A&M University
Electrical Engineering
3259 TAMU
College Station, TX 77843-3259
USA
Other
In the News
- prk@tamu.edu