NONLINEAR-SYSTEM IDENTIFICATION USING THE HAMMERSTEIN MODEL

被引:87
作者
BILLINGS, SA
FAKHOURI, SY
机构
[1] Department of Control Engineering, University of Sheffield, Sheffield, SI 3JD, Mappin Street
关键词
D O I
10.1080/00207727908941603
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
An algorithm for the identification of non-linear systems which can be described by a Hammerstein model consisting of a single-valued non-linearity followed by a linear system is presented. Cross-correlation techniques are employed to decouple the identification of the linear dynamics from the characterization of the non-linear element. These results are extended to include the identification of the component subsystems of a feedforward process consisting of a Hammerstein model in parallel with another linear system. © 1979 Taylor & Francis Group, LLC.
引用
收藏
页码:567 / 578
页数:12
相关论文
共 11 条
  • [1] IDENTIFICATION OF NONLINEAR-SYSTEMS USING WIENER MODEL
    BILLINGS, SA
    FAKHOURI, SY
    [J]. ELECTRONICS LETTERS, 1977, 13 (17) : 502 - 504
  • [2] IDENTIFICATION OF A CLASS OF NON-LINEAR SYSTEMS USING CORRELATION ANALYSIS
    BILLINGS, SA
    FAKHOURI, SY
    [J]. PROCEEDINGS OF THE INSTITUTION OF ELECTRICAL ENGINEERS-LONDON, 1978, 125 (07): : 691 - 697
  • [3] MODIFICATION OF PRBN CROSSCORRELATION METHOD TO CORRECT FOR EFFECT OF NONLINEARITY
    BROWN, RF
    [J]. ELECTRONICS LETTERS, 1969, 5 (23) : 594 - &
  • [4] NONITERATIVE METHOD FOR IDENTIFICATION USING HAMMERSTEIN MODEL
    CHANG, FHI
    LUUS, R
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1971, AC16 (05) : 464 - +
  • [5] HSIA TC, 1968, 2ND AS C CIRC SYST, P423
  • [6] COMPARISON OF 6 ON-LINE IDENTIFICATION AND PARAMETER ESTIMATION METHODS
    ISERMANN, R
    BAUR, U
    BAMBERGE.W
    KNEPPO, P
    SIEBERT, H
    [J]. AUTOMATICA, 1974, 10 (01) : 81 - 103
  • [7] Narendra K. S., 1966, IEEE T AUTOMAT CONTR, V11, P546
  • [8] APPLICATION OF ALMOST PERIODIC FUNCTIONS TO SYSTEM IDENTIFICATION
    POWER, HM
    SIMPSON, RJ
    [J]. ELECTRONICS LETTERS, 1970, 6 (09) : 269 - &
  • [9] Simpson R. J., 1973, International Journal of Systems Science, V4, P261, DOI 10.1080/00207727308920012
  • [10] GENERALISATION OF A METHOD FOR SYSTEM IDENTIFICATION USING ALMOST PERIODIC FUNCTIONS
    SIMPSON, RJ
    POWER, HM
    [J]. ELECTRONICS LETTERS, 1970, 6 (25) : 803 - &