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Distributed estimation has been an active research area since the late 1970's, starting with decentralized filtering and estimation for control of large scale systems. Early research focused on optimal fusion to reconstruct the best global estimate by de-correlating the local estimates to avoid double counting of information. This approach was extended to distributed estimation for general sensor...
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