Survey of typical Variable Structure Multi-models estimation algorithms

As a new branch of multi-models method, Variable Structure Multiple Models (VSMM) approach is a hot topic, which involves target tracking, fault detection, etc. In this paper, it analyzes VSMM method in depth, at first. Then, it introduces three kinds of essential idea of Model Set Adaptive (MSA) be...

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Bibliographic Details
Published in2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering Vol. 3; pp. 569 - 574
Main Authors Liu Yang, Liu Huo-ping, Wu Qin-zhang
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.08.2010
Subjects
Adaptation model
Computational modeling
MSA
multiple models
Switches
variable structure
VSMM
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ISBN9781424479573
1424479576
ISSN2159-6026
DOI10.1109/CMCE.2010.5610251

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Summary:As a new branch of multi-models method, Variable Structure Multiple Models (VSMM) approach is a hot topic, which involves target tracking, fault detection, etc. In this paper, it analyzes VSMM method in depth, at first. Then, it introduces three kinds of essential idea of Model Set Adaptive (MSA) being the kernel of VSMM, respectively. In succession, three typical and practical algorithms of VSMM is reviewed and analyzed, at the same time, some new algorithms which are developed basing on the these algorithms mentioned above are summarized. At last, the paper points out some problems which are waiting for being solved in VSMM.
ISBN:9781424479573
1424479576
ISSN:2159-6026
DOI:10.1109/CMCE.2010.5610251