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Support Vector Machines for Antenna Array Processing and Electromagnetics

Martinez-Ramon, Manel

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ISBN 10: 159829024X / ISBN 13: 9781598290240
Editorial: Morgan and Claypool Publishers, 2006
Nuevos Condición: New
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Título: Support Vector Machines for Antenna Array ...

Editorial: Morgan and Claypool Publishers

Año de publicación: 2006

Encuadernación: PAP

Condición del libro:New

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Support Vector Machines (SVM) were introduced in the early 90's as a novel nonlinear solution for classification and regression tasks. These techniques have been proved to have superior performances in a large variety of real world applications due to their generalization abilities and robustness against noise and interferences. This book introduces a set of novel techniques based on SVM that are applied to antenna array processing and electromagnetics. In particular, it introduces methods for linear and nonlinear beamforming and parameter design for arrays and electromagnetic applications.

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