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Books > Computing & IT > Computer communications & networking
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Wireless Sensor Networks - Distributed Consensus Estimation (Paperback, 2014 ed.)
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Wireless Sensor Networks - Distributed Consensus Estimation (Paperback, 2014 ed.)
Series: SpringerBriefs in Computer Science
Expected to ship within 10 - 15 working days
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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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