Support Vector Machines for Antenna Array Processing and Electromagnetics |
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| Author:
| Martínez-Ramón, Manel
Christodoulou, Christos |
| Series title: | Synthesis Lectures on Computational Electromagnetics Ser. |
| ISBN: | 978-3-031-00564-0 |
| Publication Date: | Dec 2007 |
| Publisher: | Springer International Publishing AG
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| Imprint: | Springer |
| Book Format: | Paperback |
| List Price: | USD $39.99USD $37.99 |
Book Description:
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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...
More DescriptionSupport 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.