| 书目名称 | Wireless Sensor Networks | | 副标题 | Distributed Consensu | | 编辑 | Cailian Chen,Shanying Zhu,Xuemin (Sherman) Shen | | 视频video | | | 概述 | Includes supplementary material: | | 丛书名称 | SpringerBriefs in Computer Science | | 图书封面 |  | | 描述 | This SpringerBrief evaluates the cooperative effort of sensor nodes to accomplish high-level tasks with sensing, data processing and communication. The metrics of network-wide convergence, unbiasedness, consistency and optimality are discussed through network topology, distributed estimation algorithms and consensus strategy. Systematic analysis reveals that proper deployment of sensor nodes and a small number of low-cost relays (without sensing function) can speed up the information fusion and thus improve the estimation capability of wireless sensor networks (WSNs). This brief also investigates the spatial distribution of sensor nodes and basic scalable estimation algorithms, the consensus-based estimation capability for a class of relay assisted sensor networks with asymmetric communication topology, and the problem of filter design for mobile target tracking over WSNs. From the system perspective, the network topology is closely related to the capability and efficiency of network-wide scalable distributed estimation. Wireless Sensor Networks: Distributed Consensus Estimation is a valuable resource for researchers and professionals working in wireless communications, networks an | | 出版日期 | Book 2014 | | 关键词 | Asymmetric communications; Consensus; Convergence; Distributed estimation; Network topology; Optimality; S | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-319-12379-0 | | isbn_softcover | 978-3-319-12378-3 | | isbn_ebook | 978-3-319-12379-0Series ISSN 2191-5768 Series E-ISSN 2191-5776 | | issn_series | 2191-5768 | | copyright | The Author(s) 2014 |
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发表于 2025-3-21 19:01:18
