A fast affine projection algorithm for 2-D filtering and linear prediction

被引：0
|
作者：
Glentis, GO [1 ]
机构：
[1] Technol Educ Inst Krete, Branch Chania, Dept Elect, Khania 73133, Krete, Greece
来源：
2001 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL III, PROCEEDINGS | 2001年
关键词：
D O I：
暂无
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
In this paper, a Two-Dimensional (2D), Fast Affine Projection Algorithm (FAPA) is presented, for the 2D adaptive filtering and linear prediction. The derivation of the proposed algorithm is based on the spacial shift invariant properties the 2D discrete time signals possess. The proposed algorithm has low computational complexity, comparable to that of the 2D LMS algorithm. The convergence speed and tracking ability of the proposed scheme, is comparable to the higher complexity 2D RLS algorithms.
引用
收藏
页码：876 / 879
页数：4
相关论文
共 50 条
  • [1] An efficient affine projection algorithm for 2-D FIR adaptive filtering and linear prediction
    Glentis, GO
    [J]. SIGNAL PROCESSING, 2006, 86 (01) : 98 - 116
  • [2] FAST ALGORITHMS FOR 2-D FIR WIENER FILTERING AND LINEAR PREDICTION
    MANOLAKIS, DG
    INGLE, VK
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1987, 34 (02): : 181 - 187
  • [3] A Fast Filtering Proportionate Affine Projection Sign Algorithm
    Albu, Felix
    Coanda, Henri
    [J]. 2014 SIGNAL PROCESSING: ALGORITHMS, ARCHITECTURES, ARRANGEMENTS, AND APPLICATIONS (SPA), 2014, : 25 - 30
  • [4] A realizaiton of 2-D adaptive filters using affine projection algorithm
    Muneyasu, M
    Hinamoto, T
    Yagi, H
    [J]. JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 1998, 335B (07): : 1185 - 1193
  • [5] A new 2-D adaptive filter using affine projection algorithm
    Muneyasu, M
    Hinamoto, T
    [J]. ISCAS '98 - PROCEEDINGS OF THE 1998 INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-6, 1998, : D90 - D93
  • [6] A NEW FAST ALGORITHM OF 2-D MOMENT INVARIANT BASED ON PROJECTION
    夏良正
    李晓兵
    罗庆姚
    [J]. Journal of Southeast University(English Edition), 1993, (02) : 95 - 103
  • [7] A Fast Filtering Block-Sparse Proportionate Affine Projection Sign Algorithm
    Albu, Felix
    Liu, Jianming
    Grant, Steven L.
    [J]. 2016 INTERNATIONAL CONFERENCE ON COMMUNICATIONS (COMM 2016), 2016, : 29 - 32
  • [8] Fast generalized affine projection algorithm
    Sankaran, SG
    Beex, AA
    [J]. INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2000, 14 (06) : 623 - 641
  • [9] AN ALGORITHM FOR DIRECT COMPUTATION OF 2-D LINEAR PREDICTION COEFFICIENTS
    KUDUVALLI, GR
    RANGAYYAN, RM
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1993, 41 (02) : 996 - 1000
  • [10] A WIDELY LINEAR AFFINE PROJECTION ALGORITHM
    Xia, Yili
    Took, Clive Cheong
    Javidi, Soroush
    Mandic, Danilo P.
    [J]. 2009 IEEE/SP 15TH WORKSHOP ON STATISTICAL SIGNAL PROCESSING, VOLS 1 AND 2, 2009, : 373 - 376
12345