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Titlebook: Wireless Sensor Networks; Distributed Consensu Cailian Chen,Shanying Zhu,Xuemin (Sherman) Shen Book 2014 The Author(s) 2014 Asymmetric comm

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發(fā)表于 2025-3-21 19:01:18 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書(shū)目名稱Wireless Sensor Networks
副標(biāo)題Distributed Consensu
編輯Cailian Chen,Shanying Zhu,Xuemin (Sherman) Shen
視頻videohttp://file.papertrans.cn/1030/1029063/1029063.mp4
概述Includes supplementary material:
叢書(shū)名稱SpringerBriefs in Computer Science
圖書(shū)封面Titlebook: Wireless Sensor Networks; Distributed Consensu Cailian Chen,Shanying Zhu,Xuemin (Sherman) Shen Book 2014 The Author(s) 2014 Asymmetric comm
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
關(guān)鍵詞Asymmetric communications; Consensus; Convergence; Distributed estimation; Network topology; Optimality; S
版次1
doihttps://doi.org/10.1007/978-3-319-12379-0
isbn_softcover978-3-319-12378-3
isbn_ebook978-3-319-12379-0Series ISSN 2191-5768 Series E-ISSN 2191-5776
issn_series 2191-5768
copyrightThe Author(s) 2014
The information of publication is updating

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發(fā)表于 2025-3-21 23:12:11 | 只看該作者
Introduction, number of nodes deployed in harsh environments to execute challenging tasks including security/surveillance, environmental monitoring, health monitoring, industrial automation and disaster management, etc. Although the nodes only have limited resources, complicated tasks such as distributed detecti
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發(fā)表于 2025-3-22 04:01:07 | 只看該作者
Consensus-Based Distributed Parameter Estimation with Asymmetric Communications,nsisting of multiple kinds of SNs and RNs. SNs implement assimilation of new measurement and cooperation with other nodes. While for RNs, the main role is to aggregate their neighboring data. Moreover, SNs have different sensing modalities, which can only measure a part of the target parameter vecto
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發(fā)表于 2025-3-22 07:02:08 | 只看該作者
Consensus-Based Optimal Target Tracking in Relay Assisted Wireless Sensor Networks,s with SNs and RNs respectively. In Chap.?3, we deal with the parameter estimation in such networks. However, questions of how to deal with the heterogeneity of nodes and how to design filters for target tracking over such kind of networks remain largely unexplored. We propose in this chapter a nove
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Introduction,by aggregating information gathered by individual nodes, which is known as information fusion. The primary goal of sensor fusion is to process and progressively refine information from multiple nodes to eventually obtain situation awareness.
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發(fā)表于 2025-3-23 04:28:41 | 只看該作者
2191-5768 lable distributed estimation. Wireless Sensor Networks: Distributed Consensus Estimation is a valuable resource for researchers and professionals working in wireless communications, networks an978-3-319-12378-3978-3-319-12379-0Series ISSN 2191-5768 Series E-ISSN 2191-5776
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