Linear Minimum Mean Square Filters for Markov Jump Linear Systems
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2017.2692180
Abstract: This paper studies optimal mean square error estimation for discrete-time linear systems with observed Markov jump parameters. New linear estimators are introduced by considering a cluster information structure in the filter design. The set of… read more here.
Keywords: linear minimum; mean square; linear systems; markov jump ... See more keywords
Distributed filtering in sensor networks based on linear minimum mean square error criterion with limited sensing range
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Distributed Sensor Networks"
DOI: 10.1177/15501329221110810
Abstract: One of the fundamental problems in sensor networks is to estimate and track the target states of interest that evolve in the sensing field. Distributed filtering is an effective tool to deal with state estimation… read more here.
Keywords: square error; mean square; minimum mean; sensor ... See more keywords