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Distributed in-network inference plays a significant role in large-scale wireless sensor networks (WSNs) in various applications for distributed detection and estimation. While belief propagation (BP) holds great potential for forming a powerful underlying mechanism for such distributed in-network inferences in WSNs, one major challenge is how to systematically improve the energy efficiency of BP-based...
Distributed in-network inference plays a significant role in large-scale wireless sensor networks (WSNs) in applications for distributed detection and estimation. Belief propagation (BP) holds great potential for forming an essential and powerful underlying mechanism for such distributed inferences in WSNs. However, it has been recognized that many challenges exist in the context of WSN distributed...
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