A Proficient Channel Estimation Method for MIMO System

被引:0
作者
Numan, Mostafa Wasiuddin [1 ]
Islam, Mohammad Tariqul [2 ]
Misran, Norbahiah [1 ,2 ]
机构
[1] Univ Kebangsaan Malaysia, Dept Elect Elect & Syst Engn, Bangi 43600, Selangor, Malaysia
[2] Univ Kebangsaan Malaysia, Inst Space Sci ANGKASA, Bangi 43600, Malaysia
来源
2009 IEEE 9TH MALAYSIA INTERNATIONAL CONFERENCE ON COMMUNICATIONS (MICC) | 2009年
关键词
Multiple-input multiple-output (MIMO); channel estimation; least squares (LS); orthogonal matrix triangularization; channel state information (CSI); TIME BLOCK-CODES; WIRELESS; DETECTOR;
D O I
10.1109/MICC.2009.5431384
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Multiple-input multiple-output (MIMO) wireless communication systems rely upon the knowledge of channel state information (CSI) at the receiver for data detection and decoding. In this paper, a better performance and reduced complexity channel estimation method is proposed for MIMO systems based on matrix factorization. This technique is applied on least squares (LS) channel estimation for performance improvement. Experimentation results indicate that the proposed method not only alleviates the performance of channel estimation but also significantly reduces the complexity caused by matrix inversion. The performance evaluations are validated through computer simulations using MATLAB (R) 7.0 in terms of BER. Simulation results show that the performance and complexity of the proposed method clearly outperforms the conventional LS channel estimation method.
引用
收藏
页码:801 / 804
页数:4
相关论文
共 10 条
  • [1] Shannon capacity and symbol error rate of space-time block codes in MIMO Rayleigh channels with channel estimation error
    Ahn, Kyung Seung
    Heath, Robert W., Jr.
    Baik, Heung Ki
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2008, 7 (01) : 324 - 333
  • [2] A simple transmit diversity technique for wireless communications
    Alamouti, SM
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 1998, 16 (08) : 1451 - 1458
  • [3] Golub G. H., 2012, Matrix computations, V4th
  • [4] Muruganathan SD, 2005, IEEE PACIF, P510
  • [5] Low-complexity symbol detector for MIMO-OFDM-Based wireless LANs
    Noh, Seungpyo
    Jung, Yunho
    Lee, Seongjoo
    Kim, Jaeseok
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2006, 53 (12) : 1403 - 1407
  • [6] An overview of MIMO communications -: A key to gigabit wireless
    Paulraj, AJ
    Gore, DA
    Nabar, RU
    Bölcskei, H
    [J]. PROCEEDINGS OF THE IEEE, 2004, 92 (02) : 198 - 218
  • [7] Parametric minimum hardware QR-factoriser architecture for V-BLAST detection
    Sobhanmanesh, F.
    Nooshabadi, S.
    [J]. IEE PROCEEDINGS-CIRCUITS DEVICES AND SYSTEMS, 2006, 153 (05): : 433 - 441
  • [8] SORRENTINO S, 2008, VTC SPRING, V200, P1524
  • [9] Space-time block codes from orthogonal designs
    Tarokh, V
    Jafarkhani, H
    Calderbank, AR
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 1999, 45 (05) : 1456 - 1467
  • [10] Efficient algorithm for decoding layered space-time codes
    Wübben, D
    Böhnke, R
    Rinas, J
    Kühn, V
    Kammeyer, KD
    [J]. ELECTRONICS LETTERS, 2001, 37 (22) : 1348 - 1350