Estimation of affine LPV state space models in the frequency domain: extension to transient behavior and non-periodic inputs

被引:0
作者
Goos, Jan [1 ]
Lataire, John [1 ]
Pintelon, Rik [1 ]
机构
[1] Vrije Univ Brussel, Dept ELEC Fundamental Elect & Instrumentat, Pl Laan 2, B-1050 Brussels, Belgium
来源
2015 EUROPEAN CONTROL CONFERENCE (ECC) | 2015年
关键词
PARAMETER-VARYING SYSTEMS; TIME; IDENTIFICATION;
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
Recently, a state space identification method was developed for linear periodic parameter-varying systems in the frequency domain. The proposed algorithm required the input and scheduling signals to be periodic and synchronized. In this paper, we extend the existing approach to handle transient behavior with respect to the input. Because the system is no longer required to be in steady state, non-periodic inputs can now be used as well. We illustrate the extended identification technique on a discrete time SIMO simulation example.
引用
收藏
页码:824 / 829
页数:6
相关论文
共 19 条
  • [1] Frequency-Domain Identification of Linear Time-Periodic Systems Using LTI Techniques
    Allen, Matthew S.
    [J]. JOURNAL OF COMPUTATIONAL AND NONLINEAR DYNAMICS, 2009, 4 (04): : 1 - 6
  • [2] SELF-SCHEDULED H-INFINITY CONTROL OF LINEAR PARAMETER-VARYING SYSTEMS - A DESIGN EXAMPLE
    APKARIAN, P
    GAHINET, P
    BECKER, G
    [J]. AUTOMATICA, 1995, 31 (09) : 1251 - 1261
  • [3] Bruzelius F, 2001, IEEE DECIS CONTR P, P2386, DOI 10.1109/CDC.2001.980619
  • [4] Subspace identification of MIMO LPV systems using a periodic scheduling sequence
    Felici, Federico
    van Wingerden, Jan-Willem
    Verhaegen, Michel
    [J]. AUTOMATICA, 2007, 43 (10) : 1684 - 1697
  • [5] Goos J, 2014, P AMER CONTR CONF, P3754, DOI 10.1109/ACC.2014.6858788
  • [6] Frequency-domain weighted non-linear least-squares estimation of continuous-time, time-varying systems
    Lataire, J.
    Pintelon, R.
    [J]. IET CONTROL THEORY AND APPLICATIONS, 2011, 5 (07) : 923 - 933
  • [7] Estimating a Nonparametric Colored-Noise Model for Linear Slowly Time-Varying Systems
    Lataire, John
    Pintelon, Rik
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2009, 58 (05) : 1535 - 1545
  • [8] Laurain V., 2012, 16 IFAC S SYST ID BR, P370
  • [9] Refined instrumental variable methods for identification of LPV Box-Jenkins models
    Laurain, Vincent
    Gilson, Marion
    Toth, Roland
    Garnier, Hugues
    [J]. AUTOMATICA, 2010, 46 (06) : 959 - 967
  • [10] Identification of linear parameter-varying systems using nonlinear programming
    Lee, LH
    Poolla, K
    [J]. JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 1999, 121 (01): : 71 - 78