Joint Channel Estimation, Interference Cancellation, and Data Detection for Ambient Backscatter Communications

This paper deals with the problem of joint channel estimation, interference suppression, and data detection for ambient backscatter communications, where a small device modulates its information by reflecting the radio-frequency signals emitted by a legacy orthogonal frequency-division multiplexing access point (AP). In particular, we study the case when the intended recipient of the backscatter information is integrated into the AP. The proposed technique, which relies on the space alternating generalized expectation maximization algorithm, detects the backscatter symbols iteratively, while the channel parameters are updated in parallel, leading to a receiver that also incorporates interference cancellation capabilities. Its performance is evaluated through Monte Carlo simulations.

[1]  Sachin Katti,et al.  BackFi: High Throughput WiFi Backscatter , 2015, SIGCOMM.

[2]  Joshua R. Smith,et al.  Wi-fi backscatter , 2014, SIGCOMM 2015.

[3]  Aggelos Bletsas,et al.  Wireless Environmental Sensor Networking With Analog Scatter Radio and Timer Principles , 2014, IEEE Sensors Journal.

[4]  Colby Boyer,et al.  Coded QAM Backscatter Modulation for RFID , 2012, IEEE Transactions on Communications.

[5]  D. Rubin,et al.  Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper , 1977 .

[6]  S. J. Thomas,et al.  A 96 Mbit/sec, 15.5 pJ/bit 16-QAM modulator for UHF backscatter communication , 2012, 2012 IEEE International Conference on RFID (RFID).

[7]  Alfred O. Hero,et al.  Space-alternating generalized expectation-maximization algorithm , 1994, IEEE Trans. Signal Process..

[8]  Aggelos Bletsas,et al.  Increased Range Bistatic Scatter Radio , 2014, IEEE Transactions on Communications.

[9]  David Wetherall,et al.  Ambient backscatter: wireless communication out of thin air , 2013, SIGCOMM.

[10]  J. Teizer,et al.  Quadrature Amplitude Modulated Backscatter in Passive and Semipassive UHF RFID Systems , 2012, IEEE Transactions on Microwave Theory and Techniques.

[11]  Sailes K. Sengijpta Fundamentals of Statistical Signal Processing: Estimation Theory , 1995 .

[12]  Besma Smida,et al.  ReflectFX: In-Band Full-Duplex Wireless Communication by Means of Reflected Power , 2017, IEEE Transactions on Communications.

[13]  George N. Karystinos,et al.  Noncoherent Short Packet Detection and Decoding for Scatter Radio Sensor Networking , 2017, IEEE Transactions on Communications.

[14]  Aggelos Bletsas,et al.  Coherent Detection and Channel Coding for Bistatic Scatter Radio Sensor Networking , 2015, IEEE Transactions on Communications.