Message Passing-Based Joint Channel Estimation and Signal Detection for OTFS With Superimposed Pilots

被引:0
|
作者
Huang, Fupeng [1 ,2 ,3 ]
Guo, Qinghua [4 ]
Zhang, Youwen [1 ,2 ,3 ,5 ]
Zakharov, Yuriy V. [6 ]
机构
[1] Harbin Engn Univ, Natl Key Lab Underwater Acoust Technol, Harbin 150001, Peoples R China
[2] Harbin Engn Univ, Key Lab Marine Informat Acquisit & Secur, Minist Ind & Informat Technol, Harbin 150001, Peoples R China
[3] Harbin Engn Univ, Coll Underwater Acoust Engn, Harbin 150001, Peoples R China
[4] Univ Wollongong, Sch Elect Comp & Telecommun Engn, Wollongong, NSW 2522, Australia
[5] Jiangsu Univ Sci & Technol, Ocean Coll, Zhenjiang 212100, Peoples R China
[6] Univ York, Sch Phys Engn & Technol, York YO10 5DD, England
基金
英国工程与自然科学研究理事会;
关键词
Receivers; Manganese; Detectors; Symbols; Signal detection; Message passing; Channel estimation; Basis extension modeling; channel estimation; message passing; orthogonal time frequency space; superimposed pilots; BELIEF PROPAGATION; MEAN-FIELD; SYSTEMS;
D O I
10.1109/TVT.2024.3378833
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Receivers with joint channel estimation (CE) and signal detection using superimposed pilots (SP) can achieve high transmission efficiency in orthogonal time frequency space (OTFS) systems. However, existing receivers have high computational complexity, hindering their practical applications. In this work, with SP in the delay-Doppler (DD) domain and the generalized complex exponential (GCE) basis expansion modeling (BEM) for channels, a message passing-based SP-DD iterative receiver is proposed, which drastically reduces the computational complexity while with marginal performance loss, compared to existing ones. To facilitate CE in the proposed receiver, we design pilot signal to achieve pilot power concentration in the frequency domain, thereby developing an SP-DD-D receiver that can reduce the power of the pilot signal with almost no loss of CE and bit error rate (BER) performance. Extensive simulation results are provided to demonstrate the superiority of the proposed SP-DD-D receiver.
引用
收藏
页码:11531 / 11542
页数:12
相关论文
共 50 条
  • [1] OTFS Channel Estimation and Data Detection Designs With Superimposed Pilots
    Mishra, Himanshu B.
    Singh, Prem
    Prasad, Abhishek K.
    Budhiraja, Rohit
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2022, 21 (04) : 2258 - 2274
  • [2] Alternative threshold-based channel estimation and message-passing-based symbol detection in MIMO-OTFS systems using superimposed pilots
    Ouchikh, Rabah
    Aissa-El-Bey, Abdeldjalil
    Chonavel, Thierry
    Djeddou, Mustapha
    PHYSICAL COMMUNICATION, 2023, 59
  • [3] Message Passing-Based Structured Sparse Signal Recovery for Estimation of OTFS Channels With Fractional Doppler Shifts
    Liu, Fei
    Yuan, Zhengdao
    Guo, Qinghua
    Wang, Zhongyong
    Sun, Peng
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2021, 20 (12) : 7773 - 7785
  • [4] Iterative Channel Estimation And Data Detection in OTFS Using Superimposed Pilots
    Mishra, Himanshu B.
    Singh, Prem
    Prasad, Abhishek K.
    Budhiraja, Rohit
    2021 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS), 2021,
  • [5] Message Passing-Based Joint User Activity Detection and Channel Estimation for Temporally-Correlated Massive Access
    Zhu, Weifeng
    Tao, Meixia
    Yuan, Xiaojun
    Guan, Yunfeng
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2023, 71 (06) : 3576 - 3591
  • [6] Low PAPR Channel Estimation for OTFS with Scattered Superimposed Pilots
    Wei Liu
    Liyi Zou
    Baoming Bai
    Teng Sun
    China Communications, 2023, 20 (01) : 79 - 87
  • [7] Message Passing-Based Joint CFO and Channel Estimation in mmWave Systems With One-Bit ADCs
    Myers, Nitin Jonathan
    Heath, Robert W., Jr.
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2019, 18 (06) : 3064 - 3077
  • [8] Low PAPR Channel Estimation for OTFS with Scattered Superimposed Pilots br
    Liu, Wei
    Zou, Liyi
    Bai, Baoming
    Sun, Teng
    CHINA COMMUNICATIONS, 2023, 20 (01) : 79 - 87
  • [9] A LSE and Sparse Message Passing-Based Channel Estimation for mmWave MIMO Systems
    Huang, Chongwen
    Liu, Lei
    Yuen, Chau
    Sun, Sumei
    2016 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), 2016,
  • [10] ResNet enabled joint channel estimation and signal detection for OTFS
    Zhou S.
    Zhou Y.
    Zhang C.
    Xing W.
    Xi'an Dianzi Keji Daxue Xuebao/Journal of Xidian University, 2023, 50 (03): : 19 - 30