Distributed fusion filters from uncertain measured outputs in sensor networks with random packet losses
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- 作者：R. Caballero-Á ; guilaa ; A. Hermoso-Carazob ; J. Linares-Pé ; rez ; b ; jlinares@ugr.es" class="auth_mail" title="E-mail the corresponding author
- 关键词：Sensor networks ; Distributed filtering ; Random parameter matrices ; Correlated noises ; Random packet dropouts
- 刊名：Information Fusion
- 出版年：2017
- 出版时间：March 2017
- 年：2017
- 卷：34
- 期：Complete
- 页码：70-79
- 全文大小：687 K
文摘
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Sensor networks with transmission random packet dropouts are considered.
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Estimation from outputs with random matrices and correlated noises is addressed.
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Filters are designed at sensors using its information and those from its neighbours.
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The algorithms, based on covariances, are derived using an innovation approach.