9783319123783-3319123785-Wireless Sensor Networks: Distributed Consensus Estimation (SpringerBriefs in Computer Science)

Wireless Sensor Networks: Distributed Consensus Estimation (SpringerBriefs in Computer Science)

ISBN-13: 9783319123783
ISBN-10: 3319123785
Edition: 2014
Author: Xuemin Sherman Shen, Xinping Guan, Cailian Chen, Shanying Zhu
Publication date: 2015
Publisher: Springer
Format: Paperback 98 pages
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Book details

ISBN-13: 9783319123783
ISBN-10: 3319123785
Edition: 2014
Author: Xuemin Sherman Shen, Xinping Guan, Cailian Chen, Shanying Zhu
Publication date: 2015
Publisher: Springer
Format: Paperback 98 pages

Summary

Wireless Sensor Networks: Distributed Consensus Estimation (SpringerBriefs in Computer Science) (ISBN-13: 9783319123783 and ISBN-10: 3319123785), written by authors Xuemin Sherman Shen, Xinping Guan, Cailian Chen, Shanying Zhu, was published by Springer in 2015. With an overall rating of 3.5 stars, it's a notable title among other Internet & Networking (Hardware & DIY) books. You can easily purchase or rent Wireless Sensor Networks: Distributed Consensus Estimation (SpringerBriefs in Computer Science) (Paperback) from BooksRun, along with many other new and used Internet & Networking books and textbooks. And, if you're looking to sell your copy, our current buyback offer is $0.3.

Description

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 and distributed computing. Advanced-level students studying computer science and electrical engineering will also find the content helpful.

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