Support Vector Machines for Antenna - E-book

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Support Vector Machines For Antenna Array Processing And Electromagnetics - ENG

Manel Martínez-Ramón; Christos Christodoulou

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Sinopsis

ISBN:	9783031016929
Formato:	Page Fidelity
Idioma:	Inglés
Editorial:	Springer Nature
Tema:	Tecnología e ingeniería
Subtema:	Tecnología e ingeniería
Año de publicación:	2022-06-01

Support Vector Machines (SVM) were introduced in the early 90s 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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