Click Here to Download: https://ouo.io/TO6biN Support Vector Machines for Antenna Array Processing and Electromagnetics By: Manel Martínez-Ramón; Christos Christodoulou Publisher: Morgan & Claypool Publishers Print ISBN: 9781598290240, 159829024X eText ISBN: 9781598290257, 1598290258 Format: PDF Available from $ 40.00 USD SKU 9781598290257 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.
