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Книга Active Disturbance Cancellation John Canfield

Active Disturbance Cancellation

In Nonlinear Dynamical Systems Using Neural Networks

Автор: John Canfield
Език: Английски език
Корици: С меки корици
Издател: VDM Verlag Dr. Müller
Наличност: Налично при издателя, по поръчка
Изпращаме след 17-27 дни
81.67 € 159.74 лв
This book begins with a brief background on the §field of active disturbance cancellation with a §pa...

Информация за книгата

Автор
John Canfield
Език
Английски език
Корици
Книга - С меки корици
Издадена
2009
страници
236
EAN
9783639120936
Enbook ID
06820908
Издател
VDM Verlag Dr. Müller
Теглоt
368
Размери
150 x 220 x 14

Пълно описание

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.

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