Reduced-rank adaptive filtering

被引:210
|
作者
Goldstein, JS [1 ]
Reed, IS [1 ]
机构
[1] UNIV SO CALIF,DEPT ELECT ENGN,LOS ANGELES,CA 90089
关键词
D O I
10.1109/78.554317
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A novel rank reduction scheme is introduced for adaptive filtering problems. This rank reduction method uses a cross-spectral metric to select the optimal lower dimensional subspace for reduced-rank adaptive filtering as a function of the basis vectors of the full-rank spade.
引用
收藏
页码:492 / 496
页数:5
相关论文
共 50 条
  • [1] Reduced-Rank Adaptive Filtering Using Krylov Subspace
    Sergueï Burykh
    Karim Abed-Meraim
    EURASIP Journal on Advances in Signal Processing, 2002
  • [2] Reduced-rank adaptive filtering using Krylov subspace
    Burykh, S
    Abed-Meraim, K
    EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING, 2002, 2002 (12) : 1387 - 1400
  • [3] Adaptive reduced-rank MMSE filtering with interpolated FIR filters and adaptive interpolators
    de Lamare, RC
    Sampaio-Neto, R
    IEEE SIGNAL PROCESSING LETTERS, 2005, 12 (03) : 177 - 180
  • [4] Reduced-rank adaptive filtering based on joint iterative optimization of adaptive filters
    de Lamare, Rodrigo C.
    Sampaio-Neto, Raimundo
    IEEE SIGNAL PROCESSING LETTERS, 2007, 14 (12) : 980 - 983
  • [5] Optimal reduced-rank estimation and filtering
    Hua, YB
    Nikpour, M
    Stoica, P
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2001, 49 (03) : 457 - 469
  • [6] Reduced-rank adaptive filtering using localized processing for CDMA systems
    Wong, Rebecca Y. M.
    Adve, Raviraj
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2007, 56 (06) : 3846 - 3856
  • [7] Set-theoretic reduced-rank adaptive filtering by adaptive projected subgradient method
    Yukawa, Masahiro
    de lamare, Rodrigo C.
    Yamada, Isao
    CONFERENCE RECORD OF THE FORTY-FIRST ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, VOLS 1-5, 2007, : 422 - +
  • [8] Adaptive reduced-rank interference suppression with adaptive rank selection
    Honig, ML
    Xiao, WM
    MILCOM 2000: 21ST CENTURY MILITARY COMMUNICATIONS CONFERENCE PROCEEDINGS, VOLS 1 AND 2: ARCHITECTURES & TECHNOLOGIES FOR INFORMATION SUPERIORITY, 2000, : 747 - 751
  • [9] Adaptive Reduced-Rank Processing Based on Joint and Iterative Interpolation, Decimation, and Filtering
    de Lamare, Rodrigo C.
    Sampaio-Neto, Raimundo
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2009, 57 (07) : 2503 - 2514
  • [10] Reduced-rank blind adaptive frequency-shift filtering for signal extraction
    Ngan, LY
    Ouyang, S
    Ching, PC
    2004 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL II, PROCEEDINGS: SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING SIGNAL PROCESSING THEORY AND METHODS, 2004, : 653 - 656