Low Complexity Vector Quantization Algorithm for Codebook Optimization

被引:0
作者
Hui, Bing [1 ]
Chang, KyungHi [1 ]
机构
[1] Inha Univ, Grad Sch IT & T, Inchon, South Korea
来源
2012 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC) | 2012年
关键词
vector quantization; codebook based precoding MIMO; codebook optimization; LBG-M; FINITE-RATE FEEDBACK; CHANNELS; SYSTEMS;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
One of the most attractive research topics about multiple-input multiple-output (MIMO) techniques is interference mitigation with limited feedback. Codebook design based on the vector quantization (VQ) algorithms with less quantization error and computational burden is the key for the codebook based precoding. Novel VQ algorithm is proposed in this paper which needs less execution time and less number of iterations to converge than conventional VQ Linde-Buzo-Gray (LBG) algorithm. The discussions and simulation results show that great benefits are achieved by the proposed algorithm.
引用
收藏
页数:5
相关论文
共 12 条
  • [1] Gray R. M., 1984, IEEE ASSP Magazine, V1, P4, DOI 10.1109/MASSP.1984.1162229
  • [2] Quantized feedback information in orthogonal space-time block coding
    Jöngren, G
    Skoglund, M
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2004, 50 (10) : 2473 - 2482
  • [3] On the design of MIMO block fading channels with feedback-link capacity constraint
    Lau, V
    Liu, YJ
    Chen, TA
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2004, 52 (01) : 62 - 70
  • [4] Linde Y, 1980, IEEE T COMMUN, VCOM-28, P8
  • [5] Maximum ratio transmission
    Lo, TKY
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 1999, 47 (10) : 1458 - 1461
  • [6] Grassmannian beamforming for multiple-input multiple-output wireless systems
    Love, DJ
    Heath, RW
    Strohmer, T
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2003, 49 (10) : 2735 - 2747
  • [7] Limited feedback diversity techniques for correlated channels
    Love, DJ
    Heath, RW
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2006, 55 (02) : 718 - 722
  • [8] On beamforming with finite rate feedback in multiple-antenna systems
    Mukkavilli, KK
    Sabharwal, A
    Erkip, E
    Aazhang, B
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2003, 49 (10) : 2562 - 2579
  • [9] Performance analysis of combined transmit-SC/receive-MRC
    Thoen, S
    Van der Perre, L
    Gyselinckx, B
    Engels, M
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2001, 49 (01) : 5 - 8
  • [10] Space-time transmit precoding with imperfect feedback
    Visotsky, E
    Madhow, U
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2001, 47 (06) : 2632 - 2639