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
来源
2015 IEEE INTERNATIONAL CONFERENCE ON UBIQUITOUS WIRELESS BROADBAND (ICUWB) | 2015年
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.
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页数:5
相关论文
共 26 条
  • [1] Sequential Estimation of Multipath MIMO-OFDM Channels
    Angelosante, Daniele
    Bigheri, Ezio
    Lops, Marco
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2009, 57 (08) : 3167 - 3181
  • [2] [Anonymous], [No title captured]
  • [3] Optimal training design for MIMO OFDM systems in mobile wireless channels
    Barhumi, I
    Leus, G
    Moonen, M
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2003, 51 (06) : 1615 - 1624
  • [4] Bello P., 1963, IEEE Transactions on Communications Systems, V11, P360, DOI DOI 10.1109/TCOM.1963.1088793
  • [5] Wireless Mesh Networks Design - A Survey
    Benyamina, Djohara
    Hafid, Abdelhakim
    Gendreau, Michel
    [J]. IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2012, 14 (02): : 299 - 310
  • [6] Training-based MIMO channel estimation: A study of estimator tradeoffs and optimal training signals
    Biguesh, M
    Gershman, AB
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2006, 54 (03) : 884 - 893
  • [7] Bogale T. E., 2014, 48 ANN C INF SCI SYS
  • [8] Improved performance in TD-CDMA mobile radio system by optimizing energy partition in channel estimation
    Chiani, M
    Conti, A
    Fontana, C
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2003, 51 (03) : 352 - 355
  • [9] Optimized Simple Bounds for Diversity Systems
    Conti, Andrea
    Gifford, Wesley M.
    Win, Moe Z.
    Chiani, Marco
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2009, 57 (09) : 2674 - 2685
  • [10] JAKES FADING MODEL REVISITED
    DENT, P
    BOTTOMLEY, GE
    CROFT, T
    [J]. ELECTRONICS LETTERS, 1993, 29 (13) : 1162 - 1163