(Almost) periodic FIR system identification using third-order cyclic-statistics

被引:1
|
作者
Liang, YC
Leyman, AR
Soong, BH
机构
[1] Sch. of Elec. and Electron. Eng., Nanyang Technological University, Singapore 639798, Nanyang Avenue
关键词
identification; statistics for communications;
D O I
10.1049/el:19970237
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
Two new normal equations relating the coefficients of an (almost) periodic FIR system and the time-varying third-order cumulants of the system output are derived. from which two new linear algebraic algorithms are presented for parameter estimation. Simulation results show that the new algorithms perform better than the recently published linear closed-form algorithm.
引用
收藏
页码:356 / 357
页数:2
相关论文
共 50 条
  • [1] (Almost) periodic moving average system identification using higher order cyclic-statistics
    Liang, YC
    Leyman, AR
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1998, 46 (03) : 779 - 783
  • [2] Blind source separation using second-order cyclic-statistics
    Liang, YC
    Leyman, AR
    Soong, BH
    [J]. FIRST IEEE SIGNAL PROCESSING WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS, 1997, : 57 - 60
  • [3] FIR System Identification using Higher-Order Statistics
    Abederrahim, K.
    Mathlouthi, H.
    Msahli, F.
    [J]. 2009 AMERICAN CONTROL CONFERENCE, VOLS 1-9, 2009, : 5598 - +
  • [4] Blind identification and order estimation of FIR communications channels using cyclic statistics
    Panci, G
    Scarano, G
    Jacovitti, G
    [J]. PROCEEDINGS OF THE 1998 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-6, 1998, : 2389 - 2392
  • [5] The estimation of the order of an ARMA process using third-order statistics
    Al-Smadi, A
    [J]. INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2005, 36 (15) : 975 - 982
  • [6] Existence of Periodic Solutions of a Third-Order Nonlinear System
    V. V. Fomichev
    A. V. Il’in
    A. I. Rogovskiy
    R. R. Begishev
    R. P. Mitrev
    T. S. Todorov
    [J]. Differential Equations, 2021, 57 : 1341 - 1357
  • [7] Existence of Periodic Solutions of a Third-Order Nonlinear System
    Fomichev, V. V.
    Il'in, A., V
    Rogovskiy, A., I
    Begishev, R. R.
    Mitrev, R. P.
    Todorov, T. S.
    [J]. DIFFERENTIAL EQUATIONS, 2021, 57 (10) : 1341 - 1357
  • [8] EXISTENCE OF ALMOST PERIODIC SOLUTIONS TO SOME THIRD-ORDER NONAUTONOMOUS DIFFERENTIAL EQUATIONS
    Diagana, Toka
    [J]. ELECTRONIC JOURNAL OF QUALITATIVE THEORY OF DIFFERENTIAL EQUATIONS, 2011, (65) : 1 - 15
  • [9] FIR SYSTEM-IDENTIFICATION USING HIGHER-ORDER STATISTICS ALONE
    ZHANG, XD
    ZHANG, YS
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1994, 42 (10) : 2854 - 2858
  • [10] Adaptive detection of noisy speech using third-order statistics
    Rangoussi, M
    Carayannis, G
    [J]. INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 1996, 10 (2-3) : 113 - 136