A Sub-Nyquist Rate Sampling Receiver Exploiting Compressive Sensing Academic Article uri icon

abstract

  • This paper presents a sub-Nyquist rate sampling receiver architecture that exploits signal sparsity by employing compressive sensing (CS) techniques. The receiver serves as an analog-to-information conversion system that works at sampling rates much lower than the Nyquist rate. A parallel-path structure that employs current mode sampling techniques is used. The receiver performance is quantified analytically. Useful and fundamental design guidelines that are unique to CS are provided based on the analytical tools. Simulations with a 90-nm CMOS process verify the theoretical derivations and the circuit implementations. Based on these results, it is shown that an instantaneous receiver signal bandwidth of 1.5 GHz and a signal-to-noise-plus-distortion ratio of 44 dB are achievable. The receiver power consumption is estimated to be 120.8 mW. A comparison with state-of-the-art high-speed analog-to-digital conversions reveals that the proposed approach improves the figure of merit by a factor of three if the signal exhibits a 4% sparsity. © 2010 IEEE.

altmetric score

  • 6

author list (cited authors)

  • Chen, X. i., Yu, Z., Hoyos, S., Sadler, B. M., & Silva-Martinez, J.

citation count

  • 72

publication date

  • December 2010