Approaching the zero-outage capacity of MIMO-OFDM without instantaneous water-filling

被引:6
|
作者
Sung, Joon Hyun [1 ]
Barry, John R. [2 ]
机构
[1] Samsung Adv Inst Technol, Seoul 158730, South Korea
[2] Georgia Inst Technol, Dept Elect & Comp Engn, Atlanta, GA 30332 USA
基金
美国国家科学基金会;
关键词
closed-loop multiple-input-multiple-output orthogonal-frequency division multiplexing; eigenbeamforming; fading channels; outage capacity; rate allocation;
D O I
10.1109/TIT.2008.917698
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Orthogonal-frequency-division multiplexing (OFDM) transforms a frequency-selective multiple-input multiple-output (MIMO) fading channel into a MIMO-OFDM channel that has a well-defined outage capacity. A transmitter with channel knowledge can achieve this capacity by a combination of eigenbeamforming and water-filling; the eigenbeamforming transforms the MIMO-OFDM channel into a parallel bank of scalar channels, and the water-filling procedure optimally allocates rate and energy to the scalar channels-a form of adaptive modulation. This paper shows that the water-filling procedure is not necessary to approach the zero-outage capacity of the MIMO-OFDM channel;, it is sufficient instead to use a combination of eigenbeamforming and a fixed (nonadaptive) rate allocation. The fixed allocation depends only on the statistics of the channel and is independent of the particular channel realization. This paper proves that the capacity penalty incurred by the fixed allocation approaches zero as the number of antennas grows large. Numerical results indicate that the convergence is fast; for example, the fixed allocation suffers an SNR penalty of less than 0.2 dB for a 6-input 6-output Rayleigh-fading MIMO-OFDM channel at 8 bits per signaling interval, when the channel is assumed to be uncorrelated between antennas and between channel taps. A main conclusion is that eigenbeamforming is the most valuable way to exploit knowledge of the channel at the transmitter, and that any subsequent adaptive modulation has minimal relative value.
引用
收藏
页码:1423 / 1436
页数:14
相关论文
共 23 条
  • [1] Robust Transceiver Design for MIMO-OFDM Systems Based on Cluster Water-Filling
    Xing, Chengwen
    Li, Dan
    Ma, Shaodan
    Fei, Zesong
    Kuang, Jingming
    IEEE COMMUNICATIONS LETTERS, 2013, 17 (07) : 1451 - 1454
  • [2] Sub-channel grouping and statistical water-filling for MIMO-OFDM systems
    Liang, YC
    Zhang, R
    Cioffi, JM
    CONFERENCE RECORD OF THE THIRTY-SEVENTH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, VOLS 1 AND 2, 2003, : 997 - 1001
  • [3] Two-dimensional water-filling power allocation algorithm for MIMO-OFDM systems
    YongQuan Jiang
    MinFen Shen
    YuanPing Zhou
    Science China Information Sciences, 2010, 53 : 1242 - 1250
  • [4] Two-dimensional water-filling power allocation algorithm for MIMO-OFDM systems
    Jiang YongQuan
    Shen MinFen
    Zhou YuanPing
    SCIENCE CHINA-INFORMATION SCIENCES, 2010, 53 (06) : 1242 - 1250
  • [5] Two-dimensional water-filling power allocation algorithm for MIMO-OFDM systems
    JIANG YongQuan 1
    2 Department of Electronic Engineering
    Science China(Information Sciences), 2010, 53 (06) : 1242 - 1250
  • [6] Space-time-frequency domain water-filling in MIMO-OFDM fading system
    Hu, Ya-Hui
    Kuo, Geng-Sheng
    2007 IEEE 65TH VEHICULAR TECHNOLOGY CONFERENCE, VOLS 1-6, 2007, : 2475 - +
  • [7] MIMO-OFDM Outage Channel Capacity With Practical Imperfect CSI
    Kocic, Marko
    Ferreira, Matthew J.
    Chang, Nicholas B.
    2013 ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, 2013, : 1919 - 1923
  • [8] Outage capacity for MIMO-OFDM systems in block fading channels
    Chiani, Marco
    Conti, Andrea
    Mazzotti, Matteo
    Paolini, Enrico
    Zanella, Alberto
    2011 CONFERENCE RECORD OF THE FORTY-FIFTH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS (ASILOMAR), 2011, : 779 - 783
  • [9] Effect of water-filling method on the PAPR for OFDM and MIMO systems
    Vural, Mehmet
    Akta, Tugcan
    Yilmaz, Ali Oezguer
    2007 IEEE 15TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS, VOLS 1-3, 2007, : 901 - 904
  • [10] Water-filling Capacity Analysis in Large MIMO Systems
    Lu, Yi
    Zhang, Wei
    2013 COMPUTING, COMMUNICATIONS AND IT APPLICATIONS CONFERENCE (COMCOMAP), 2013, : 186 - 190