TY - JOUR
T1 - Unitary Approximate Message Passing Detector for OTSM System Based on Walsh-Hadamard Transform in LEO Satellite Communications
AU - Deng, Zijuan
AU - Xing, Chengwen
AU - Shen, Wenqian
AU - Wu, Yongpeng
AU - Ottersten, Bjorn
N1 - Publisher Copyright:
© 1967-2012 IEEE.
PY - 2025
Y1 - 2025
N2 - Low Earth orbit (LEO) satellite communication, as an essential technology in the 6 G era, still faces challenges such as high path loss, severe Doppler shifts, multi-path propagation, link budget, and limited satellite-borne resources. Recently, a novel proposed orthogonal time sequency multiplexing (OTSM) modulation that multiplexes information symbols in the delay-sequency (DS) domain performs well in high-mobility scenarios. DS-domain symbols can be transformed into the delay-time domain via the Walsh-Hadamard transform (WHT), which only includes addition and subtraction. It has been proven that OTSM can perform similarly to orthogonal time-frequency space (OTFS) with a much lower-complexity transceiver. In this paper, we derive the 2D quasi-convolution input-output (I/O) relationship of OTSM under general waveforms, reflecting the interaction between symbols and the channel. Next, we design an iterative detector for the ideal- waveform-based OTSM system based on the unitary approximate message passing (UAMP) algorithm. Specifically, based on our derived I/O relationship, we explore the structural characteristics of channels in the DS domain and design a specific unitary transformation matrix for implementing the UAMP framework, where the WHT is used to improve the computational efficiency of the detector further. Then, we extend our detection algorithm to the case of the rectangular- waveform-based OTSM system. Finally, numerical simulations demonstrate the performance advantages of our proposed detector in OTSM systems.
AB - Low Earth orbit (LEO) satellite communication, as an essential technology in the 6 G era, still faces challenges such as high path loss, severe Doppler shifts, multi-path propagation, link budget, and limited satellite-borne resources. Recently, a novel proposed orthogonal time sequency multiplexing (OTSM) modulation that multiplexes information symbols in the delay-sequency (DS) domain performs well in high-mobility scenarios. DS-domain symbols can be transformed into the delay-time domain via the Walsh-Hadamard transform (WHT), which only includes addition and subtraction. It has been proven that OTSM can perform similarly to orthogonal time-frequency space (OTFS) with a much lower-complexity transceiver. In this paper, we derive the 2D quasi-convolution input-output (I/O) relationship of OTSM under general waveforms, reflecting the interaction between symbols and the channel. Next, we design an iterative detector for the ideal- waveform-based OTSM system based on the unitary approximate message passing (UAMP) algorithm. Specifically, based on our derived I/O relationship, we explore the structural characteristics of channels in the DS domain and design a specific unitary transformation matrix for implementing the UAMP framework, where the WHT is used to improve the computational efficiency of the detector further. Then, we extend our detection algorithm to the case of the rectangular- waveform-based OTSM system. Finally, numerical simulations demonstrate the performance advantages of our proposed detector in OTSM systems.
KW - LEO satellites
KW - orthogonal time-sequency multiplexing (OTSM)
KW - symbol detection
KW - unitary approximate message passing (UAMP)
KW - walsh-Hadamard transform (WHT)
UR - http://www.scopus.com/inward/record.url?scp=85214847177&partnerID=8YFLogxK
U2 - 10.1109/TVT.2025.3526622
DO - 10.1109/TVT.2025.3526622
M3 - Article
AN - SCOPUS:85214847177
SN - 0018-9545
JO - IEEE Transactions on Vehicular Technology
JF - IEEE Transactions on Vehicular Technology
ER -