An iterative method to stabilize a transfer function in the s- and z-domains

被引：10
|
作者：
D'haene, Tom [1 ]
Pintelon, Rik
Vandersteen, Gerd
机构：
[1] Free Univ Brussels, Dept Fundamental Elect & Instrumentat, B-1050 Brussels, Belgium
[2] IMEC VZW, B-3001 Louvain, Belgium
来源：
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT | 2006年 / 55卷 / 04期
关键词：
constrained optimization; stability; stable models; state space; system identification;
D O I：
10.1109/TIM.2006.876567
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：
Stability of the identified model is crucial in simulations and prediction applications. This paper proposes a two-step procedure that generates guaranteed stable transfer function (matrix) models from noisy data. It consists of an unconstrained optimal noise removal step followed by a stable approximation of the possible unstable estimate. The proposed method is applicable to continuous-time as well as discrete-time and multivariable systems.
引用
收藏
页码：1192 / 1196
页数：5
相关论文
共 50 条
  • [31] A fast lattice Green's function method for solving viscous incompressible flows on unbounded domains
    Liska, Sebastian
    Colonius, Tim
    JOURNAL OF COMPUTATIONAL PHYSICS, 2016, 316 : 360 - 384
  • [32] Iterative optimum frequency combination method for high efficiency phase imaging of absorptive objects based on phase transfer function
    Sun, Jiasong
    Zuo, Chao
    Chen, Qian
    OPTICS EXPRESS, 2015, 23 (21): : 28031 - 28049
  • [33] The computational method of substructure's frequency response function in transfer path analysis
    Chen, Ke
    Li, Ning
    Jiang, Shaowei
    JOURNAL OF VIBROENGINEERING, 2020, 22 (03) : 509 - 523
  • [34] A faster iterative method for solving nonlinear third-order BVPs based on Green’s function
    Godwin Amechi Okeke
    Austine Efut Ofem
    Hüseyin Işık
    Boundary Value Problems, 2022
  • [35] A faster iterative method for solving nonlinear third-order BVPs based on Green's function
    Okeke, Godwin Amechi
    Ofem, Austine Efut
    Isik, Huseyin
    BOUNDARY VALUE PROBLEMS, 2022, 2022 (01)
  • [36] A meshless radial basis function based method for modeling dual-phase-lag heat transfer in irregular domains
    Lin, Ji
    Yu, Hao
    Reutskiy, Sergiy
    Wang, Yuan
    COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2021, 85 : 1 - 17
  • [37] INVESTIGATION OF THE REASON FOR THE DIFFERENCE IN THE ACOUSTIC LINER IMPEDANCE DETERMINED BY THE TRANSFER FUNCTION METHOD AND DEAN'S METHOD
    Khramtsov, Igor
    Kustov, Oleg
    Palchikovskiy, Vadim
    Ershov, Victor
    AKUSTIKA, 2021, 39 : 226 - 231
  • [38] Fractional-order Control of Z-Source Inverter Using Bode's Ideal Transfer Function
    Buchade, Pallavi C.
    Vyawahare, Vishwesh A.
    Bhole, Vinodini V.
    2014 IEEE STUDENTS' CONFERENCE ON ELECTRICAL, ELECTRONICS AND COMPUTER SCIENCE (SCEECS), 2014,
  • [39] A NEW WAY TO PREDICT THERMAL HISTORIES IN MULTIDIMENSIONAL HEAT-CONDUCTION - THE Z-TRANSFER FUNCTION-METHOD
    MASCHERONI, RH
    SANZ, PD
    DOMINGUEZ, M
    INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER, 1987, 14 (01) : 81 - 90
  • [40] Characterization of Adaptive Statistical Iterative Reconstruction (ASiR) in low contrast helical abdominal imaging via a transfer function based method
    Zhang, Da
    Li, Xinhua
    Liu, Bob
    MEDICAL IMAGING 2012: PHYSICS OF MEDICAL IMAGING, 2012, 8313
12345