A new frequency-domain regularization for the GMDF algorithm

被引:0
|
作者
Lee, Junghsi [1 ]
Huang, Hsu Chang [1 ]
机构
[1] Yuan Ze Univ, Dept Elect Engn, Tao Yuan 32026, Taiwan
关键词
acoustic echo cancellation; frequency domain adaptive filters; GMDF; regularization parameter;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Frequency domain adaptive filters are attractive in applications requiring a large number of coefficients such as acoustic echo cancellation (AEC). Our recent paper derived a not-so-restrictive fixed common step-size bound for the generalized multidelay adaptive filter (GMDF). Based on this bound, this paper introduces a new frequency-domain regularization for the GMDF algorithm. Extensive simulation results demonstrate the usefulness of our algorithm in the scenario of speech input signals.
引用
收藏
页码:1495 / 1498
页数:4
相关论文
共 50 条
  • [1] ADAPTIVE REGULARIZATION IN FREQUENCY-DOMAIN NLMS FILTERS
    Faza, Ayman
    Grant, Steven
    Benesty, Jacob
    2012 PROCEEDINGS OF THE 20TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2012, : 2625 - 2628
  • [2] Optical Flow Estimation Based on the Frequency-Domain Regularization
    Chen, Jun
    Lai, Jianhuang
    Cai, Zemin
    Xie, Xiaohua
    Pan, Zhigeng
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2021, 31 (01) : 217 - 230
  • [3] Efficient Frequency-Domain Image Deraining with Contrastive Regularization
    Gao, Ning
    Jiang, Xingyu
    Zhang, Xiuhui
    Deng, Yue
    COMPUTER VISION - ECCV 2024, PT XLI, 2025, 15099 : 240 - 257
  • [4] A FAST FREQUENCY-DOMAIN ADAPTIVE ALGORITHM
    MIKHAEL, WB
    SPANIAS, AS
    PROCEEDINGS OF THE IEEE, 1988, 76 (01) : 80 - 82
  • [5] Regularization and frequency-domain stability of well-posed systems
    Latushkin, Y
    Randolph, T
    Schnaubelt, R
    MATHEMATICS OF CONTROL SIGNALS AND SYSTEMS, 2005, 17 (02) : 128 - 151
  • [6] Adaptive frequency-domain regularization for sparse-data tomography
    Kalke, Martti
    Siltanen, Samuli
    INVERSE PROBLEMS IN SCIENCE AND ENGINEERING, 2013, 21 (07) : 1099 - 1124
  • [7] An Improved Traffic Matrix Decomposition Method with Frequency-Domain Regularization
    Wang, Zhe
    Hu, Kai
    Yin, Baolin
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2013, E96D (03): : 731 - 734
  • [8] Regularization and frequency-domain stability of well-posed systems
    Y. Latushkin
    T. Randolph
    R. Schnaubelt
    Mathematics of Control, Signals and Systems, 2005, 17 : 128 - 151
  • [9] A Frequency-Domain Algorithm for Dynamic Synchrophasor and Frequency Estimation
    Petri, Dario
    Fontanelli, Daniele
    Macii, David
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2014, 63 (10) : 2330 - 2340
  • [10] A discrete algorithm for complex frequency-domain convolutions
    Kunbao G.
    Ruifang Y.
    Applied Mathematics and Mechanics, 2000, 21 (5) : 537 - 542