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Support Vector Machines for Antenna Array Processing and Electromagnetics
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Support Vector Machines for Antenna Array Processing and Electromagnetics

Book Details

Format Paperback / Softback
ISBN-10 3031005643
ISBN-13 9783031005640
Publisher Springer International Publishing AG
Imprint Springer International Publishing AG
Country of Manufacture GB
Country of Publication GB
Publication Date Dec 31st, 2007
Print length 110 Pages
Weight 242 grams
Dimensions 23.50 x 19.00 x 1.20 cms
Ksh 5,050.00
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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. This book introduces a set of novel techniques based on SVM that are applied to antenna array processing and electromagnetics.
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.

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