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Distributed Estimation of channel Gains in Sensor Networks
Conference proceeding   Open access

Distributed Estimation of channel Gains in Sensor Networks

Sivagnanasundaram Ramanan and John MacLaren Walsh
2008 42ND ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, VOLS 1-4, pp 1953-1957
01 Jan 2008
url
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.335.226View

Abstract

Computer Science Computer Science, Interdisciplinary Applications Engineering Engineering, Electrical & Electronic Science & Technology Technology Telecommunications
Channel estimation algorithms are proposed for the initialization phase of a wireless sensor network, during which the nodes are still unaware of their neighbors or channel qualities. Both expectation propagation (EP) and diffusion least mean squares (LMS) algorithms are applied to this problem of channel estimation while the network employs a random duty cycling strategy to conserve power. Simulations results which show EP giving better performance are given for both algorithms for a small network.

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Web of Science research areas
Computer Science, Interdisciplinary Applications
Engineering, Electrical & Electronic
Telecommunications
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