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Distributed consensus-based estimation considering network induced delays and dropouts

Authors

MILLÁN GATA, PABLO, ORIHUELA ESPINA, DIEGO LUIS, Vivas, Carlos , Rubio, Francisco R.

External publication

Si

Means

Automatica

Scope

Article

Nature

Científica

JCR Quartile

SJR Quartile

JCR Impact

2.919

SJR Impact

3.384

Publication date

01/10/2012

ISI

000309251000042

Abstract

This paper's aim is to present a novel distributed estimation technique for linear time-invariant systems with network-induced delays and packet dropouts. The methodology is based on local Luenberger-like observers in combination with consensus strategies. Only neighbors are allowed to communicate and the observer design contemplates the possibility of sharing only a subset of the estimates. The design problem is solved via linear matrix inequalities and an asymptotic stability proof is provided. (C) 2012 Elsevier Ltd. All rights reserved.

Keywords

Distributed estimation; Consensus; Sensor networks; Network-induced delays; Package dropouts; Lyapunov-Krasovskii

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