Support Vector Machines for Antenna Array Processing and Electromagnetics (Synthesis Lectures on Computational Electromagnetics)

Martínez-Ramón, Manel; Christodoulou, Christos

ISBN 10: 3031005643 / ISBN 13: 9783031005640

Editore: Springer, 2007

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Dati bibliografici

• Titolo: Support Vector Machines for Antenna Array Processing and Electromagnetics (Synthesis Lectures on Computational Electromagnetics)
• Editore: Springer
• Data di pubblicazione: 2007
• Lingua: Inglese
• ISBN 10: 3031005643
• ISBN 13: 9783031005640
• Rilegatura: Brossura
• Condizione: New

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Riassunto

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.