Consensus Filtering Algorithm with Incomplete Measurements

In order to improve the estimate performance of distributed sensor networks, we introduce an improved consensus-based distributed filtering algorithm. Firstly, sensors obtain the local estimates using their own measurements. Then through utilizing the data of neighbor nodes to update the local estim...

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Bibliographic Details
Main Authors: Yungang Wu, Zhenmin Tang
Format: Article
Language:English
Published: Hindawi - SAGE Publishing 2015-11-01
Series:International Journal of Distributed Sensor Networks
Online Access:https://doi.org/10.1155/2015/131247