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Distributed consensus-based estimation considering network induced delays and dropouts

Autores

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

Publicación externa

Si

Medio

Automatica

Alcance

Article

Naturaleza

Científica

Cuartil JCR

Cuartil SJR

Impacto JCR

2.919

Impacto SJR

3.384

Fecha de publicacion

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.

Palabras clave

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

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