A Novel Pilot Expansion Approach for MIMO Channel Estimation and Tracking

被引:0
|
作者
Siyau, MingFei [1 ]
Li, Tiancheng [2 ]
Prieto, Javier [2 ]
Corchado, Juan [2 ]
Bajo, Javier [3 ]
机构
[1] London South Bank Univ, Sch Engn & Design, London, England
[2] Univ Salamanca, Sch Sci, Salamanca, Spain
[3] Tech Univ Madrid, Dept Artificial Intelligence, Madrid, Spain
关键词
MIMO channel estimation; Pilot Expansion technique; Kalman tracking; SIGNAL-DETECTION; OFDM; DESIGN;
D O I
暂无
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Enabling high practical mobility of MIMO-OFDM systems requires accurate channel estimation under severe frequency and time selective fading channels. Conventional methods rely on non-realistic approximations or result in impractical complexities. In this paper, a new practical trainingbased MIMO channel estimation scheme is presented. The new pilot bits designed from the 'Paley-Hadamard' matrix allows exploiting its orthogonal and 'Toeplitz-like' structures for minimising its pilot length. Additionally, a novel pilot expansion technique is proposed to estimate the length of the channel impulse response, by flexibly extending its pilot length as required to capture the number of multipath existed within the MIMO channel. The proposed pilot expansion enables to deduce the initial channel variation and its Doppler rate, which can be subsequently applied for MIMO channel tracking using decision feedback Kalman filter during the data payload.
引用
收藏
页数:5
相关论文
共 50 条
  • [31] Channel estimation in MIMO OFDM systems with sparse pilot tones
    Kang, SB
    Lehnert, JS
    VTC2005-SPRING: 2005 IEEE 61ST VEHICULAR TECHNOLOGY CONFERENCE, VOLS 1-5, PROCEEDINGS, 2005, : 221 - 225
  • [32] MIMO Receiver Using Reduced Complexity Sequence Estimation With Channel Estimation and Tracking
    Kho, Yau Hee
    Taylor, Desmond P.
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2009, 58 (02) : 682 - 691
  • [33] A Hybrid Pilot Beamforming and Channel Tracking Scheme for Massive MIMO Systems
    Teng, Yinglei
    Jia, Li
    Liu, An
    Lau, Vincent K. N.
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2021, 20 (09) : 6078 - 6092
  • [34] A novel blind channel estimation algorithm for a MIMO system
    Liu, Xia
    Bialkowski, Marek E.
    Lu, Shiyang
    Hui, Hon Tat
    2008 IEEE 67TH VEHICULAR TECHNOLOGY CONFERENCE-SPRING, VOLS 1-7, 2008, : 1113 - +
  • [35] A novel blind channel estimation method for MIMO system
    Xiong, Yanming
    Wei, Ming
    Gong, Yu
    Gong, Yuehuan
    2007 INTERNATIONAL CONFERENCE ON COMMUNICATIONS, CIRCUITS AND SYSTEMS PROCEEDINGS, VOLS 1 AND 2: VOL 1: COMMUNICATION THEORY AND SYSTEMS; VOL 2: SIGNAL PROCESSING, COMPUTATIONAL INTELLIGENCE, CIRCUITS AND SYSTEMS, 2007, : 1 - +
  • [36] A novel method of matrix channel estimation for MIMO system
    Yu, Z
    Wu, WL
    CCNC: 2005 2ND IEEE CONSUMER COMMUNICATIONS AND NETWORKING CONFERENCE, 2005, : 595 - 598
  • [37] A novel method of matrix channel estimation for MIMO system
    Yu, Z
    Wu, WL
    15TH INTERNATIONAL CONFERENCE ON ELECTRONICS, COMMUNICATIONS AND COMPUTERS, PROCEEDINGS, 2005, : 61 - 64
  • [38] Channel Estimation Approach for RIS Assisted MIMO Systems
    Shtaiwi, Eyad
    Zhang, Hongliang
    Vishwanath, Sriram
    Youssef, Moustafa
    Abdelhadi, Ahmed
    Han, Zhu
    IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING, 2021, 7 (02) : 452 - 465
  • [39] Channel Estimation for Massive MIMO: An Information Geometry Approach
    Yang, Jiyuan
    Lu, An-An
    Chen, Yan
    Gao, Xiqi
    Xia, Xiang-Gen
    Slock, Dirk T. M.
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2022, 70 : 4820 - 4834
  • [40] Precise Channel Estimation Approach for a mmWave MIMO System
    Srivastav, Prateek Saurabh
    Chen, Lan
    Wahla, Arfan Haider
    APPLIED SCIENCES-BASEL, 2020, 10 (12):