An Improved Diffusion Affine Projection Estimation Algorithm for Wireless Sensor Networks

Volume: 39, Issue: 6, Pages: 3173 - 3188
Published: Dec 5, 2019
Abstract
Affine projection algorithms have shown robustness against highly correlated input signals. To make the affine projection algorithm applicable for parameter estimation in wireless sensor networks, this work proposed a novel distributed affine projection algorithm by using the adapt-then-combine (ATC) scheme of the diffusion strategy. However, poorly performing nodes can potentially degrade to estimation performance. Thus, we develop an improved...
Paper Details
Title
An Improved Diffusion Affine Projection Estimation Algorithm for Wireless Sensor Networks
Published Date
Dec 5, 2019
Volume
39
Issue
6
Pages
3173 - 3188
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