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VDM Verlag Active Disturbance Cancellation: In Nonlinear Dynamical Systems Using Neural Networks

Name: Active Disturbance Cancellation: In Nonlinear Dynamical Systems Using Neural Networks
Brand: VDM Verlag
Price: 70.0 GBP
Availability: InStock

Engineering & Technology

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Description

This book begins with a brief background on the field of active disturbance cancellation with a particular focus on the challenges of acoustic cancellation environments. Traditional linear feedforward and feedback approaches are discussed and a novel method for use of a time delay CMAC neural network for disturbance cancellation in nonlinear dynamical systems is presented. Appropriate modifications to the CMAC training algorithm are derived which allow convergent adaptation for a variety of secondary signal paths. Analytical bounds on the maximum learning gain are presented which guarantee convergence of the algorithm and provide insight into the necessary reduction in learning gain as a function of the system parameters. Effectiveness of the algorithm is evaluated through mathematical analysis, simulation studies and experimental application of the technique on an acoustic duct laboratory model.

Product Specifications

Brand: VDM Verlag
Format: paperback
ASIN: 3639120930
Category: Books > Subjects > Science, Nature & Maths > Engineering & Technology
Domain: Amazon UK
Release Date: 15 February 2009
Listed Since: 23 February 2009

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VDM Verlag Active Disturbance Cancellation: In Nonlinear Dynamical Systems Using Neural Networks

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VDM Verlag Active Disturbance Cancellation: In Nonlinear Dynamical Systems Using Neural Networks

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