Journal
INFORMATION FUSION
Volume 54, Issue -, Pages 21-43Publisher
ELSEVIER
DOI: 10.1016/j.inffus.2019.06.026
Keywords
Distributed estimation; Low-cost sensor network; Fusion methodology; Challenging issues
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Proliferation of low-cost, lightweight, and power efficient sensors and advances in networked systems enable the employment of multiple sensors. Distributed estimation provides a scalable and fault-robust fusion framework with a peer-to-peer communication architecture. For this reason, there seems to be a real need for a critical review of existing and, more importantly, recent advances in the domain of distributed estimation over a low-cost sensor network. This paper presents a comprehensive review of the state-of-the-art solutions in this research area, exploring their characteristics, advantages, and challenging issues. Additionally, several open problems and future avenues of research are highlighted.
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