Observability and Optimal Sensor Placement

Author(s): Wei Kang, Liang Xu.

Journal Name: International Journal of Sensors, Wireless Communications and Control

Volume 1 , Issue 2 , 2011

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Abstract:

A definition for the measure of observability is introduced. It is illustrated by two examples of nonlinear systems defined by ordinary and partial differential equations. Using computational dynamic optimization, the concept of observability is numerically implementable for a wide spectrum of problems. Some topics addressed in this paper include the observability based on user-knowledge, the determination of strong observability vs. weak observability, the optimal sensor locations, and the partial observability of complex systems.

Keywords: Observability, optimal sensor placement, dynamic optimization, numerical computation.

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Article Details

VOLUME: 1
ISSUE: 2
Year: 2011
Page: [93 - 101]
Pages: 9
DOI: 10.2174/2210327911101020093
Price: $58

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