Stochastic observability of linear systems under access constraints

This paper focuses on the stochastic observability of linear stochastic systems under access constraints, where the static communication strategy of governing the medium access by a communication sequence is adopted. The definition and criterion of stochastic observability of linear stochastic syste...

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Bibliographic Details
Main Authors: Yin Tian, Hui Zhang, Hangwei Lu
Format: Conference Proceeding
Language:English
Subjects:
Educational institutions
Estimation error
Information theory
Linear systems
Observability
Stochastic processes
Stochastic systems
Online Access:Request full text
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Summary:This paper focuses on the stochastic observability of linear stochastic systems under access constraints, where the static communication strategy of governing the medium access by a communication sequence is adopted. The definition and criterion of stochastic observability of linear stochastic systems are discussed from information theoretic viewpoint. Analytic analysis shows that under access constraints there exists a communication sequence that can preserve the stochastic observability of the original linear system. Simulations illustrate our conclusion.
ISSN:1948-3449
1948-3457
DOI:10.1109/ICCA.2013.6565033