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OverviewSupport 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. Full Product DetailsAuthor: Manel Martínez-Ramón , Christos ChristodoulouPublisher: Springer International Publishing AG Imprint: Springer International Publishing AG Weight: 0.250kg ISBN: 9783031005640ISBN 10: 3031005643 Pages: 110 Publication Date: 31 December 2007 Audience: Professional and scholarly , Professional & Vocational Format: Paperback Publisher's Status: Active Availability: Manufactured on demand  We will order this item for you from a manufactured on demand supplier. Language: English Table of ContentsIntroduction.- Linear Support Vector Machines.- Nonlinear Support Vector Machines.- Advanced Topics.- Support Vector Machines for Beamforming.- Determination of Angle of Arrival.- Other Applications in Electromagnetics.ReviewsAuthor InformationTab Content 6Author Website:Countries AvailableAll regions |
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