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 22 条
  • [1] 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
  • [2] 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
  • [3] Low Complexity Kernel Affine Projection-type Algorithms with a Coherence Criterion
    Albu, Felix
    Nishikawa, Kiyoshi
    2017 INTERNATIONAL CONFERENCE ON SIGNALS AND SYSTEMS (ICSIGSYS), 2017, : 87 - 91
  • [4] Pseudo-affine projection algorithm's for multichannel active noise control
    Albu, Felix
    Bouchard, Martin
    Zakharov, Yuriy
    IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2007, 15 (03): : 1044 - 1052
  • [5] Sparse kernel affine projection algorithm based post-distortion scheme using minimum symbol error rate criterion in visible light communication systems
    Wang, Jieling
    Shen, Yujie
    Kang, Zihan
    Shen, Ba-Zhong
    DIGITAL SIGNAL PROCESSING, 2024, 145
  • [6] Acoustic Feedback Cancellation using the Variable Step Size Affine Projection Tanh Algorithm
    Albu, Felix
    Tran, Linh
    Radhika, S.
    Chandrasekar, A.
    2023 IEEE STATISTICAL SIGNAL PROCESSING WORKSHOP, SSP, 2023, : 522 - 526
  • [7] Sliding-Window RLS Low-Cost Implementation of Proportionate Affine Projection Algorithms
    Zakharov, Yuriy
    Nascimento, Vitor H.
    IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2014, 22 (12) : 1815 - 1824
  • [8] Conjugate Gradient Derived Kernel Affine Projection Method for Post-distortion in Visible Light Communication Systems
    Shen, Yujie
    Wang, Jieling
    Kang, Zihan
    Shen, Ba-Zhong
    WIRELESS PERSONAL COMMUNICATIONS, 2024, 135 (01) : 183 - 200
  • [9] THE KERNEL PROPORTIONATE NLMS ALGORITHM
    Albu, Felix
    Nishikawa, Kiyoshi
    2013 PROCEEDINGS OF THE 21ST EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2013,
  • [10] Design of Nonlinear Filters Using Affine Projection Algorithm Based Exact and Approximate Adaptive Exponential Functional Link Networks
    Deb, Trisrota
    Ray, Dwaipayan
    George, Nithin V.
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2020, 67 (11) : 2757 - 2761