Antenna Design for Graph Inference: Striking a Balance between Quality and Quantity
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abstract
2014 IEEE. This research initiative seeks to develop a framework for better understanding the role of antenna design in inference-based tasks about interactions among device owners. In the envisioned setting, a collection of monitoring radios gather information about the geographical locations of devices over time using packet sniffing. The monitoring stations are passive, listening to ongoing Wi-Fi communications in promiscuous mode. These radios only record and disseminate meta data, thereby preserving the anonymity of the owners. More specifically, the monitoring system stores time-stamped, media access control (MAC) addresses as unique identifiers. The collected information, which is stored in a centralized database, is then analyzed to assess basic graphical properties, such as friendship or other forms of social connectivity.
name of conference
2014 United States National Committee of URSI National Radio Science Meeting (USNC-URSI NRSM)