| Title:
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SUPPORT VECTOR MACHINES FOR ANTENNA ARRAY PROCESSING AND ELECTROMAGNETICS
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| By: |
Christos Christodoulou, Manel Martinez-Ramon, Constantine A. Balanis |
| Format: |
Paperback |
| List price:
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£40.95 |
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| ISBN 10: |
159829024X |
| ISBN 13: |
9781598290240 |
| Publisher: |
MORGAN & CLAYPOOL PUBLISHERS |
| Pub. date: |
28 June, 1905 |
| Series: |
Synthesis Lectures on Computational Electromagnetics S. |
| Pages: |
120 |
| Description: |
Aims to introduce support vector machines in its linear and non linear form, both as regressors and as classifiers, and to show how they can be applied to several antenna array processing problems and electromagnetics in general. The inclusion of MATLAB files aims to help start application of the algorithms covered in this book. |
| Synopsis: |
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. |
| Illustrations: |
black & white illustrations |
| Publication: |
US |
| Imprint: |
Morgan & Claypool Publishers |
| Returns: |
Non-returnable |