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This paper studies distributed filtering problem of homogeneous sensor networks. Just part of sensors can get observations of the process and consensus based filters are applied. Both the distributed detectability and the suboptimal filter design are investigated. By converting the stability problem of estimation errors of sensors under time-varying topologies to the robust stability problem of some...
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