Article (Scientific journals)
Unitary Approximate Message Passing Detector for OTSM System Based on Walsh-Hadamard Transform in LEO Satellite Communications
Deng, Zijuan; Xing, Chengwen; Shen, Wenqian et al.
2025In IEEE Transactions on Vehicular Technology, 74 (5), p. 7744 - 7759
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Keywords :
LEO satellites; orthogonal time-sequency multiplexing (OTSM); symbol detection; unitary approximate message passing (UAMP); Walsh-Hadamard transform (WHT); Input-output; Low earth orbit satellites; Message-passing; Orthogonal time-sequency multiplexing; Satellite communications; Symbols detection; Unitary approximate message passing; Walsh Hadamard Transforms; Walsh-hadamard transform; Waveforms; Automotive Engineering; Aerospace Engineering; Computer Networks and Communications; Electrical and Electronic Engineering; Symbols; Detectors; Transforms; Discrete Fourier transforms; Channel estimation; Satellites; Time-frequency analysis; Time-domain analysis; Planetary orbits
Abstract :
[en] 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.
Disciplines :
Electrical & electronics engineering
Author, co-author :
Deng, Zijuan ;  Beijing Institute of Technology, School of Information and Electronics, Beijing, China
Xing, Chengwen ;  Beijing Institute of Technology, School of Information and Electronics, Beijing, China
Shen, Wenqian ;  Beijing Institute of Technology, School of Information and Electronics, Beijing, China
Wu, Yongpeng ;  Shanghai Jiao Tong University, Department of Electronic Engineering, Shanghai, China
OTTERSTEN, Björn  ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > PI Ottersten
External co-authors :
yes
Language :
English
Title :
Unitary Approximate Message Passing Detector for OTSM System Based on Walsh-Hadamard Transform in LEO Satellite Communications
Publication date :
2025
Journal title :
IEEE Transactions on Vehicular Technology
ISSN :
0018-9545
Publisher :
Institute of Electrical and Electronics Engineers Inc.
Volume :
74
Issue :
5
Pages :
7744 - 7759
Peer reviewed :
Peer Reviewed verified by ORBi
Funders :
National Natural Science Foundation of China
Beijing Natural Science Foundation
Luxembourg National Research Fund
Funding text :
Received 22 September 2024; revised 21 November 2024 and 29 December 2024; accepted 1 January 2025. Date of publication 7 January 2025; date of current version 20 May 2025. This work was supported in part by the National Natural Science Foundation of China under Grant 62231004 and Grant 62471032, in part by the Beijing Natural Science Foundation under Grant L244006, and in part by the Luxembourg National Research Fund (FNR) under Grant Reference INTER/MOBILITY/2023/IS/18014377/MCR. The review of this article was coordinated by Prof. Rui Dinis. (Corresponding author: Chengwen Xing.) Zijuan Deng, Chengwen Xing, and Wenqian Shen are with the School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, China (e-mail: dzj@bit.edu.cn; xingchengwen@gmail.com; shenwq@bit.edu.cn).
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