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Support Vector Machines for Antenna Array Processing and Electromagnetics

Support Vector Machines for Antenna Array Processing and Electromagnetics

von Christos Christodoulou und Manel Martínez-Ramón
Softcover - 9783031005640
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Beschreibung

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.

Details

Verlag Springer International Publishing
Ersterscheinung 31. Dezember 2007
Maße 23.5 cm x 19.1 cm
Gewicht 250 Gramm
Format Softcover
ISBN-13 9783031005640
Seiten 110