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Wireless Sensor NetworksNode Deployment for Distributed Consensus Estimation

Wireless Sensor Networks: Node Deployment for Distributed Consensus Estimation [This chapter deals with node deployment problem for distributed estimation of unknown signals in relay assisted WSNs. It is discovered that the network topology is closely related to the properties of the estimation algorithm. To satisfy the performance of the estimation algorithm, two node deployment algorithms are given. The first is concerned with the connectivity of network topology and the second illustrates a greedy approach to further optimize the network topology and the parameters of the estimation algorithms. Simulation results are provided to demonstrate the performance and effectiveness of the node deployment algorithms for solving distributed estimation problems in relay assisted WSNs.] http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png

Wireless Sensor NetworksNode Deployment for Distributed Consensus Estimation

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Publisher
Springer International Publishing
Copyright
© The Author(s) 2014
ISBN
978-3-319-12378-3
Pages
65 –79
DOI
10.1007/978-3-319-12379-0_5
Publisher site
See Chapter on Publisher Site

Abstract

[This chapter deals with node deployment problem for distributed estimation of unknown signals in relay assisted WSNs. It is discovered that the network topology is closely related to the properties of the estimation algorithm. To satisfy the performance of the estimation algorithm, two node deployment algorithms are given. The first is concerned with the connectivity of network topology and the second illustrates a greedy approach to further optimize the network topology and the parameters of the estimation algorithms. Simulation results are provided to demonstrate the performance and effectiveness of the node deployment algorithms for solving distributed estimation problems in relay assisted WSNs.]

Published: Dec 11, 2014

Keywords: Estimation Algorithm; Network Topology; Unknown Signal; Greedy Approach; Monitoring Area

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