Joint Equalization and Impulsive Noise Mitigation for OTFS Based on EP

被引:1
作者
Long, Fei [1 ]
Niu, Kai [1 ]
Lin, Jiaru [1 ]
机构
[1] Beijing Univ Posts & Telecommun, Sch Artificial Intelligence, Beijing 100876, Peoples R China
基金
中国国家自然科学基金;
关键词
Orthogonal time frequency space modulation; impulsive noise; joint equalization and impulsive noise mitigation; expectation propagation;
D O I
10.1109/LWC.2024.3425789
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This letter studies the equalizer design for orthogonal time-frequency space modulation (OTFS) under an impulsive noise (IN) environment with known IN statistics. To this end, a low complexity expectation propagation (EP) based joint equalization and IN mitigation approach for OTFS is proposed. Specifically, the posterior probability is decomposed into four factors: IN prior, demapper, discrete Zak transform (DZT) hard constraint, and channel factor. Approximating each factor as Gaussian with structured covariance according to the iterative EP update rules, the data symbols and IN can be jointly equalized and mitigated in the time-domain by efficiently exploiting the quasi-banded nature of the channel matrix. Finally, bit-error-rate (BER) results demonstrate the superiority of our proposed approach over the existing EP-based OTFS equalizer under impulsive noise impairment.
引用
收藏
页码:2541 / 2545
页数:5
相关论文
共 14 条
  • [1] Block matrices with L-block-banded inverse: Inversion algorithms
    Asif, A
    Moura, JME
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2005, 53 (02) : 630 - 642
  • [2] Low-Complexity Block Turbo Equalization for OFDM Systems in Time-Varying Channels
    Fang, Kun
    Rugini, Luca
    Leus, Geert
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2008, 56 (11) : 5555 - 5566
  • [3] Hadani R, 2017, IEEE WCNC
  • [4] Channel Estimator and Symbol Detector for OTFS Systems Impaired by Impulsive Noise
    Kumar, Ajay
    Jain, Sandesh
    Majhi, Sudhan
    [J]. IEEE COMMUNICATIONS LETTERS, 2023, 27 (10) : 2742 - 2746
  • [5] Low Complexity Block Equalizer for OTFS Based on Expectation Propagation
    Long, Fei
    Niu, Kai
    Lin, Jiaru
    [J]. IEEE WIRELESS COMMUNICATIONS LETTERS, 2022, 11 (02) : 376 - 380
  • [6] Low-Complexity Iterative MMSE-PIC Detection for MIMO-GFDM
    Matthe, Maximilian
    Zhang, Dan
    Fettweis, Gerhard
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2018, 66 (04) : 1467 - 1480
  • [7] OTFS - A Mathematical Foundation for Communication and Radar Sensing in the Delay-Doppler Domain
    Mohammed, Saif Khan
    Hadani, Ronny
    Chockalingam, Ananthanarayanan
    Calderbank, Robert
    [J]. IEEE BITS the Information Theory Magazine, 2022, 2 (02): : 36 - 55
  • [8] Nassar M, 2011, CONF REC ASILOMAR C, P1943, DOI 10.1109/ACSSC.2011.6190363
  • [9] Sahin S, 2020, INT CONF ACOUST SPEE, P9090, DOI [10.1109/ICASSP40776.2020.9054739, 10.1109/icassp40776.2020.9054739]
  • [10] A Framework for Iterative Frequency Domain EP-Based Receiver Design
    Sahin, Serdar
    Cipriano, Antonio Maria
    Poulliat, Charly
    Boucheret, Marie-Laure
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2018, 66 (12) : 6478 - 6493