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Wireless Sensor Networks: Distributed Consensus Estimation by Cailian Chen, Shanying Zhu, Xinping Guan - Paperback
239.40 AED

Wireless Sensor Networks: Distributed Consensus Estimation by Cailian Chen, Shanying Zhu, Xinping Guan - Paperback

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Category Type
Information Technology
ISBN
9783319123783
Author
Cailian Chen, Shanying Zhu, Xinping Guan
Publisher
Springer
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 ...

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PRODUCT INFORMATION

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    Specifications

    Category Type
    Information Technology
    ISBN
    9783319123783
    Languages
    English
    Item EAN
    2724436108830
    People
    Author
    Cailian Chen, Shanying Zhu, Xinping Guan
    Category Type
    Information Technology
    ISBN
    9783319123783
    Languages
    English
    Item EAN
    2724436108830
    People
    Author
    Cailian Chen, Shanying Zhu, Xinping Guan
    People
    Publisher
    Springer
    Technical Information
    Binding
    Paperback
    Languages and countries
    Book Language
    English
    Read more
  •  

    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

    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.

    Product Features:
    • Category: Information Technology
    • Binding: Paperback
    • Language of Text: English
    • Author(s): Cailian Chen, Shanying Zhu, Xinping Guan
    • Publisher: Springer
    • ISBN: 9783319123783
    • Number of Pages: 89
    • Dimensions: 9.21 x 6.14 x 0.21 inches
 

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