Nonlinear diffusion adaptation with bounded transmission over distributed networks

Published: Jun 1, 2015
Abstract
This paper introduces diffusion adaptation strategies over distributed networks with nonlinear transmissions, motivated by the necessity for bounded transmit power. Local information is exchanged in real-time with neighboring nodes in order to estimate a common parameter vector via constrained nonlinear transmissions, using an adaptive learning algorithm. We propose nonlinear diffusion strategies for such an adaptive estimation. We will study...
Paper Details
Title
Nonlinear diffusion adaptation with bounded transmission over distributed networks
Published Date
Jun 1, 2015
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