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: | 978-1-59829-024-0 |
| Publication Date: | Oct 2006 |
| Publisher: | Morgan & Claypool Publishers
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| Book Format: | Paperback |
| List Price: | AUD $70.95AUD $57.00 |
Book Description:
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Support Vector Machines (SVM) were introduced in the early '90s as a novel nonlinear solution for classification and regression tasks. 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.
Support Vector Machines (SVM) were introduced in the early '90s as a novel nonlinear solution for classification and regression tasks. 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.