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Efficient distributed algorithms are an important enabling technology for large-scale ad-hoc wireless sensor and communications networks. In this paper, optimal Bayesian data fusion under the assumption of linear Gaussian state and measurement models is presented. Within this framework, an efficient algorithm for distributed state estimation in ad-hoc networks is developed. Approximate algorithms...
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