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State estimation in a decentralized discrete time LQG control for a multisensor system

Authors :
Duda Zdzislaw
Source :
Archives of Control Sciences, Vol 27, Iss 1, Pp 29-39 (2017)
Publication Year :
2017
Publisher :
Polish Academy of Sciences, 2017.

Abstract

In the paper a state filtration in a decentralized discrete time Linear Quadratic Gaussian problem formulated for a multisensor system is considered. Local optimal control laws depend on global state estimates and are calculated by each node. In a classical centralized information pattern the global state estimators use measurements data from all nodes. In a decentralized system the global state estimates are computed at each node using local state estimates based on local measurements and values of previous controls, from other nodes.

Details

Language :
English
ISSN :
23002611
Volume :
27
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Archives of Control Sciences
Publication Type :
Academic Journal
Accession number :
edsdoj.217b68b2a17343c39db63ad147091a5f
Document Type :
article
Full Text :
https://doi.org/10.1515/acsc-2017-0002