TY - JOUR
T1 - Noncoherent Frequency Shift Keying for Ambient Backscatter Over OFDM Signals
AU - ElMossallamy, Mohamed A.
AU - Pan, Miao
AU - Jantti, Riku
AU - Seddik, Karim G.
AU - Li, Geoffrey Ye
AU - Han, Zhu
N1 - Publisher Copyright:
Authors
PY - 2024
Y1 - 2024
N2 - In this paper, we investigate frequency shift keying (FSK) over ambient orthogonal frequency division multiplexed (OFDM) signals. By cycling through a sequence of antenna loads providing different phase shifts at the tag, we are able to unidirectionally shift the ambient OFDM spectrum either up or down in frequency to disjoint subsets of the subcarriers allowing the implementation of FSK. We exploit the guard bands and the orthogonality of the OFDM subcarriers to avoid both direct-link and adjacent channel interference. Different from energy detection based techniques that suffer from asymmetric error probabilities and rely on signal-to-noise ratio (SNR) dependent detection thresholds, the proposed scheme has symmetric error probabilities and allows simple detection without the need for a threshold. We present both binary and four-ary schemes, and analyze the error performance of the optimal noncoherent detectors. For the binary scheme, we obtain exact expressions for the average probability of error, while for the four-ary scheme, a union bound is used to characterize the error performance. Single and multi-antenna receivers are considered, and their performance is analyzed. Finally, we present simulation results to corroborate our analysis and investigate the effects of multiple system parameters. The results show that the proposed scheme outperforms the baseline energy detection based schemes available in the literature in various scenarios by up to 5 dB.
AB - In this paper, we investigate frequency shift keying (FSK) over ambient orthogonal frequency division multiplexed (OFDM) signals. By cycling through a sequence of antenna loads providing different phase shifts at the tag, we are able to unidirectionally shift the ambient OFDM spectrum either up or down in frequency to disjoint subsets of the subcarriers allowing the implementation of FSK. We exploit the guard bands and the orthogonality of the OFDM subcarriers to avoid both direct-link and adjacent channel interference. Different from energy detection based techniques that suffer from asymmetric error probabilities and rely on signal-to-noise ratio (SNR) dependent detection thresholds, the proposed scheme has symmetric error probabilities and allows simple detection without the need for a threshold. We present both binary and four-ary schemes, and analyze the error performance of the optimal noncoherent detectors. For the binary scheme, we obtain exact expressions for the average probability of error, while for the four-ary scheme, a union bound is used to characterize the error performance. Single and multi-antenna receivers are considered, and their performance is analyzed. Finally, we present simulation results to corroborate our analysis and investigate the effects of multiple system parameters. The results show that the proposed scheme outperforms the baseline energy detection based schemes available in the literature in various scenarios by up to 5 dB.
KW - Ambient backscatter
KW - OFDM
KW - green communications
KW - internet of things
KW - performance analysis
KW - Internet of Things
UR - http://www.scopus.com/inward/record.url?scp=85201303377&partnerID=8YFLogxK
U2 - 10.1109/OJCOMS.2024.3444719
DO - 10.1109/OJCOMS.2024.3444719
M3 - Article
AN - SCOPUS:85201303377
SN - 2644-125X
VL - 5
SP - 5219
EP - 5231
JO - IEEE Open Journal of the Communications Society
JF - IEEE Open Journal of the Communications Society
ER -