Modulation in the Air: Backscatter Communication Over Ambient OFDM Carrier

Ambient backscatter communication (AmBC) enables radio-frequency (RF) powered backscatter devices (BDs) (e.g., sensors and tags) to modulate their information bits over ambient RF carriers in an over-the-air manner. This technology, also called "modulation in the air," has emerged as a pro...

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Bibliographic Details
Published in:IEEE transactions on communications 2018-03, Vol.66 (3), p.1219-1233
Main Authors: Yang, Gang, Liang, Ying-Chang, Zhang, Rui, Pei, Yiyang
Format: Article
Language:English
Subjects:
Ambient backscatter communication (AmBC)
Antennas
Backscatter
Backscattering
Communication
Communications systems
Design
Detectors
Interference
Mathematical models
Modulation
multi-antenna systems
OFDM
Orthogonal Frequency Division Multiplexing
orthogonal frequency division multiplexing (OFDM)
performance analysis
Radio frequency
Receivers
Receivers & amplifiers
Sensors
spread spectrum
Statistical tests
Synchronism
transceiver design
Wireless fidelity
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Summary:Ambient backscatter communication (AmBC) enables radio-frequency (RF) powered backscatter devices (BDs) (e.g., sensors and tags) to modulate their information bits over ambient RF carriers in an over-the-air manner. This technology, also called "modulation in the air," has emerged as a promising solution to achieve green communication for future Internet of Things. This paper studies an AmBC system by leveraging the ambient orthogonal frequency division multiplexing (OFDM) modulated signals in the air. We first model such AmBC system from a spread-spectrum communication perspective, upon which a novel joint design for BD waveform and receiver detector is proposed. The BD symbol period is designed as an integer multiplication of the OFDM symbol period, and the waveform for BD bit "0" maintains the same state within the BD symbol period, while the waveform for BD bit "1" has a state transition in the middle of each OFDM symbol period within the BD symbol period. In the receiver detector design, we construct the test statistic that cancels out the direct-link interference by exploiting the repeating structure of the ambient OFDM signals due to the use of cyclic prefix. For the system with a single-antenna receiver, the maximum-likelihood detector is proposed to recover the BD bits, for which the optimal threshold is obtained in closed-form expression. For the system with a multi-antenna receiver, we propose a new test statistic which is a linear combination of the per-antenna test statistics and derive the corresponding optimal detector. The proposed optimal detectors require only knowing the strength of the backscatter channel, thus simplifying their implementation. Moreover, practical timing synchronization algorithms are proposed for the designed AmBC system, and we also analyze the effect of various system parameters on the transmission rate and detection performance. Finally, extensive numerical results are provided to verify that the proposed transceiver design can improve the system bit-error-rate performance and the operating range significantly and achieve much higher data rate, as compared with the conventional design.
ISSN:0090-6778
1558-0857
DOI:10.1109/TCOMM.2017.2772261