MUTUAL IDENTIFIABILITY ANALYSIS FOR PARAMETER SIGNATURE ISOLATION IN THE TIME-SCALE PLANE

被引：0

作者：

Danai, Kourosh ^{[1
]}

McCusker, James R. ^{[1
]}

Hollot, C. V. ^{[1
]}

机构：

[1] Univ Massachusetts, Dept Mech & Ind Engn, Amherst, MA 01003 USA

来源：

PROCEEDINGS OF THE ASME DYNAMIC SYSTEMS AND CONTROL CONFERENCE 2008, PTS A AND B | 2009年

关键词：

GLOBAL IDENTIFIABILITY; IDENTIFICATION; SYSTEMS; MODELS;

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：

It was shown recently that regions in the time-scale plane can be isolated wherein the prediction error can be attributed to the error of an individual model parameter A necessary condition for this isolation capacity is the mutual (pairwise) identifiability of the model parameters. This paper presents conditions for mutual identifiability of parameters of linear models and refines these conditions for models that exhibit rank-1 dependency on the parameters.

引用

页码：961 / +

页数：3

共 17 条

[1]

[Anonymous], 1989, Nonlinear Regression, DOI 10.1002/0471725315

[2] Global identifiability of nonlinear models of biological systems [J].

Audoly, S ;

Bellu, G ;

D'Angiò, L ;

Saccomani, MP ;

Cobelli, C .

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2001, 48 (01) :55-65

[3]

BELLMAN R, 1970, Mathematical Biosciences, V7, P329, DOI 10.1016/0025-5564(70)90132-X

[4]

Bendat J.S., 2010, RANDOM DATA ANAL MEA, V4th, DOI [DOI 10.1002/9781118032428, 10.1002/9781118032428]

[5]

Carson E.R., 1983, The Mathematical Modeling of Metabolic and Endocrine Systems

[6]

DANAI K, P ASME DSC 2008

[7] PHYSICALLY BASED PARAMETERIZATIONS FOR DESIGNING ADAPTIVE ALGORITHMS [J].

DASGUPTA, S ;

ANDERSON, BDO .

AUTOMATICA, 1987, 23 (04) :469-477

[8]

Frank PM, 1978, INTRO SYSTEM SENSITI

[9] A wavelet-based approach for model and parameter identification of non-linear systems [J].

Ghanem, R ;

Romeo, F .

INTERNATIONAL JOURNAL OF NON-LINEAR MECHANICS, 2001, 36 (05) :835-859

[10] ON GLOBAL IDENTIFIABILITY FOR ARBITRARY MODEL PARAMETRIZATIONS [J].

LJUNG, L ;

GLAD, T .

AUTOMATICA, 1994, 30 (02) :265-276

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