On structural identifiability of dynamic models

被引:0
|
作者
Hyötyniemi, H [1 ]
机构
[1] Helsinki Univ Technol, Control Engn Lab, FIN-02150 Espoo, Finland
关键词
linear systems; parameter estimation; regularization; identifiability;
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
The concept of identifiability of a linear system is usually regarded as a purely qualitative feature. In this paper, a quantitative measure for parameter identifiability is presented. In addition to that, a method is proposed for enhancing the identifiability properties, based on a modified prediction operator.
引用
收藏
页码:257 / 262
页数:6
相关论文
共 50 条
  • [41] Compartmental analysis of dynamic nuclear medicine data: models and identifiability
    Delbary, Fabrice
    Garbarino, Sara
    Vivaldi, Valentina
    INVERSE PROBLEMS, 2016, 32 (12)
  • [42] IDENTIFIABILITY OF SPARSE STRUCTURAL EQUATION MODELS FOR DIRECTED AND CYCLIC NETWORKS
    Bazerque, Juan Andres
    Baingana, Brian
    Giannakis, Georgios B.
    2013 IEEE GLOBAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (GLOBALSIP), 2013, : 839 - 842
  • [44] A New Version of DAISY to Test Structural Identifiability of Biological Models
    Saccomani, M. P.
    Bellu, G.
    Audoly, S.
    d'Angio, L.
    COMPUTATIONAL METHODS IN SYSTEMS BIOLOGY (CMSB 2019), 2019, 11773 : 329 - 334
  • [45] PARAMETER AND STRUCTURAL IDENTIFIABILITY OF LINEAR KINETIC-MODELS BY THE QUANTITATIVE-ANALYSIS OF GAMMA-CAMERA DYNAMIC STUDIES
    CONTE, E
    PIERALICE, M
    DADDABBO, A
    JOURNAL OF NUCLEAR MEDICINE AND ALLIED SCIENCES, 1981, 25 (04): : 203 - 204
  • [46] Structural identifiability analyses of candidate models for in vitro Pitavastatin hepatic uptake
    Grandjean, Thomas R. B.
    Chappell, Michael J.
    Yates, James W. T.
    Evans, Neil D.
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2014, 114 (03) : E60 - E69
  • [47] Structural Identifiability of Equivalent Circuit Models for Li-Ion Batteries
    Grandjean, Thomas R. B.
    McGordon, Andrew
    Jennings, Paul A.
    ENERGIES, 2017, 10 (01)
  • [48] Problems of symbolic computation in testing of structural identifiability of state space models
    Tatyana, VA
    KORUS 2000: 4TH KOREA-RUSSIA INTERNATIONAL SYMPOSIUM ON SCIENCE AND TECHNOLOGY, PT 1, PROCEEDINGS: ARCHITECTURE MATHEMATICS PHYSICS CHEMISTRY BIOLOGY AND ECOLOGY, 2000, : 24 - 29
  • [49] Structural identifiability of generalized constraint neural network models for nonlinear regression
    Yang, Shuang-Hong
    Hu, Bao-Gang
    Cournede, Paul-Henry
    NEUROCOMPUTING, 2008, 72 (1-3) : 392 - 400
  • [50] Structural and practical identifiability of contrast transport models for DCE-MRI
    Conte, Martina
    Woodall, Ryan T.
    Gutova, Margarita
    Chen, Bihong T.
    Shiroishi, Mark S.
    Brown, Christine E.
    Munson, Jennifer M.
    Rockne, Russell C.
    PLOS COMPUTATIONAL BIOLOGY, 2024, 20 (05)