An efficient implementation of the kernel affine projection algorithm

被引：0
|
作者：
Albu, Felix [1 ]
Coltuc, Dinu [1 ]
Rotaru, Marius [1 ]
Nishikawa, Kiyoshi [2 ]
机构：
[1] Valahia Univ Targoviste, Fac Elect, Targoviste, Romania
[2] Tokyo Metropolitan Univ, Dept Informat & Commun Syst, Tokyo, Japan
来源：
2013 8TH INTERNATIONAL SYMPOSIUM ON IMAGE AND SIGNAL PROCESSING AND ANALYSIS (ISPA) | 2013年
关键词：
kernel affine projection algorithm; dichotomous coordinate descent; nonlinear system identification; forward prediction;
D O I：
暂无
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：
In this paper an efficient kernel affine projection algorithm using dichotomous coordinate descent iterations is proposed. The effectiveness of the proposed algorithm for nonlinear system identification and forward prediction is confirmed by computer simulations.
引用
收藏
页码：349 / +
页数：2
相关论文
共 50 条
  • [21] An Efficient Norm Constraint Memory Improved Proportionate Affine Projection Algorithm
    Qu, Zhaoxia
    Zheng, Zongsheng
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2017, 36 (08) : 3448 - 3456
  • [22] A Kernel Normalization Decorrelated Affine Projection P-norm Algorithm Based on Gaussian Kernel Explicit Mapping
    Zhao Zhijin
    Chen Sijia
    JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2020, 42 (08) : 1896 - 1901
  • [23] AN EFFICIENT VARIABLE STEP-SIZE PROPORTIONATE AFFINE PROJECTION ALGORITHM
    Paleologu, Constantin
    Benesty, Jacob
    Albu, Felix
    Ciochina, Silviu
    2011 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2011, : 77 - 80
  • [24] A Kernel Normalization Decorrelated Affine Projection P-norm Algorithm Based on Gaussian Kernel Explicit Mapping
    Zhao Z.
    Chen S.
    Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2020, 42 (08): : 1896 - 1901
  • [25] Hybrid Affine Projection Algorithm
    Yang, Xiaohan
    Qu, Hua
    Zhao, Jihong
    Chen, Badong
    2014 13TH INTERNATIONAL CONFERENCE ON CONTROL AUTOMATION ROBOTICS & VISION (ICARCV), 2014, : 964 - 968
  • [26] Affine Projection Algorithm with Variable Projection Order
    Arablouei, Reza
    Dogancay, Kutluyil
    2012 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2012,
  • [27] A VARIABLE PARAMETER EFFICIENT μ-LAW IMPROVED PROPORTIONATE AFFINE PROJECTION ALGORITHM
    Xia, Xiao
    Sun, Songlin
    Jing, Xiaojun
    Huang, Hai
    2011 IEEE INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND INTELLIGENCE SYSTEMS, 2011, : 577 - 581
  • [28] Efficient μ-law improved proportionate affine projection algorithm for echo cancellation
    Yang, J.
    Sobelman, G. E.
    ELECTRONICS LETTERS, 2011, 47 (02) : 73 - +
  • [29] A fast exact frequency domain implementation of the exponentially windowed affine projection algorithm
    Rombouts, G
    Moonen, M
    IEEE 2000 ADAPTIVE SYSTEMS FOR SIGNAL PROCESSING, COMMUNICATIONS, AND CONTROL SYMPOSIUM - PROCEEDINGS, 2000, : 342 - 346
  • [30] SPARSE CONSTRAINT AFFINE PROJECTION ALGORITHM WITH PARALLEL IMPLEMENTATION AND APPLICATION IN COMPRESSIVE SENSING
    Yin, Dong
    So, H. C.
    Gu, Yuantao
    2014 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2014,
12345