TY - GEN
T1 - Acoustic Communication in the High Doppler Regime
T2 - 58th Asilomar Conference on Signals, Systems and Computers, ACSSC 2024
AU - Li, Zhengnan
AU - Cuji, Diego A.
AU - Stojanovic, Milica
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - Underwater acoustic communications are prone to motion-induced Doppler effects whereby the received signal experiences both phase and delay drifting. In single-carrier communications, which are the focus of the present study, a phase locked loop (PLL) is engaged in tandem with an equalizer to track the phase drift, while delay drifting is often neglected as its effect is minor over typical data packet lengths. Although justified in many situations, ignoring the delay drift is not an option in extreme Doppler regimes. To address this issue, we propose an algorithm for simultaneous delay and phase tracking, in which an estimate of the time-varying delay is derived from the PLL output, and adaptive bit-by-bit delay synchronization (resampling) is coupled with equalization or channel estimation. The algorithm is demonstrated in two case studies: one that focuses on long-term channel estimation, and another that focuses on communication in highly mobile scenarios with speeds on the order of 10 m/s. Very good results are observed in both cases. Moreover, adaptive delay tracking is shown to allow for complete elimination of front-end frequency synchronization and resampling.
AB - Underwater acoustic communications are prone to motion-induced Doppler effects whereby the received signal experiences both phase and delay drifting. In single-carrier communications, which are the focus of the present study, a phase locked loop (PLL) is engaged in tandem with an equalizer to track the phase drift, while delay drifting is often neglected as its effect is minor over typical data packet lengths. Although justified in many situations, ignoring the delay drift is not an option in extreme Doppler regimes. To address this issue, we propose an algorithm for simultaneous delay and phase tracking, in which an estimate of the time-varying delay is derived from the PLL output, and adaptive bit-by-bit delay synchronization (resampling) is coupled with equalization or channel estimation. The algorithm is demonstrated in two case studies: one that focuses on long-term channel estimation, and another that focuses on communication in highly mobile scenarios with speeds on the order of 10 m/s. Very good results are observed in both cases. Moreover, adaptive delay tracking is shown to allow for complete elimination of front-end frequency synchronization and resampling.
KW - adaptive resampling
KW - delay tracking
KW - equalization
KW - underwater acoustic communications
UR - https://www.scopus.com/pages/publications/105002694191
U2 - 10.1109/IEEECONF60004.2024.10942614
DO - 10.1109/IEEECONF60004.2024.10942614
M3 - Conference contribution
AN - SCOPUS:105002694191
T3 - Conference Record - Asilomar Conference on Signals, Systems and Computers
SP - 147
EP - 151
BT - Conference Record of the 58th Asilomar Conference on Signals, Systems and Computers, ACSSC 2024
A2 - Matthews, Michael B.
PB - IEEE Computer Society
Y2 - 27 October 2024 through 30 October 2024
ER -