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Variance-Constrained Multiobjective Control and Filtering for Nonlinear Stochastic Systems : A Survey
Joint Authors
Wei, Guoliang
Ma, Lifeng
Dong, Hongli
Wang, Zidong
Source
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-11-26
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
The multiobjective control and filtering problems for nonlinear stochastic systems with variance constraints are surveyed.
First, the concepts of nonlinear stochastic systems are recalled along with the introduction of some recent advances.
Then, the covariance control theory, which serves as a practical method for multi-objective control design as well as a foundation for linear system theory, is reviewed comprehensively.
The multiple design requirements frequently applied in engineering practice for the use of evaluating system performances are introduced, including robustness, reliability, and dissipativity.
Several design techniques suitable for the multi-objective variance-constrained control and filtering problems for nonlinear stochastic systems are discussed.
In particular, as a special case for the multi-objective design problems, the mixed H2/H∞ control and filtering problems are reviewed in great detail.
Subsequently, some latest results on the variance-constrained multi-objective control and filtering problems for the nonlinear stochastic systems are summarized.
Finally, conclusions are drawn, and several possible future research directions are pointed out.
American Psychological Association (APA)
Ma, Lifeng& Wang, Zidong& Dong, Hongli& Wei, Guoliang. 2013. Variance-Constrained Multiobjective Control and Filtering for Nonlinear Stochastic Systems : A Survey. Abstract and Applied Analysis،Vol. 2013, no. 2013, pp.1-13.
https://search.emarefa.net/detail/BIM-493502
Modern Language Association (MLA)
Ma, Lifeng…[et al.]. Variance-Constrained Multiobjective Control and Filtering for Nonlinear Stochastic Systems : A Survey. Abstract and Applied Analysis No. 2013 (2013), pp.1-13.
https://search.emarefa.net/detail/BIM-493502
American Medical Association (AMA)
Ma, Lifeng& Wang, Zidong& Dong, Hongli& Wei, Guoliang. Variance-Constrained Multiobjective Control and Filtering for Nonlinear Stochastic Systems : A Survey. Abstract and Applied Analysis. 2013. Vol. 2013, no. 2013, pp.1-13.
https://search.emarefa.net/detail/BIM-493502
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-493502