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Support Vector Machines for Antenna Array Processing and Electromagnetics

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Support Vector Machines for Antenna Array Processing and Electromagnetics/ by Manel Martínez-Ramón, Christos Christodoulou.
Author:	Martínez-Ramón, Manel.
other author:	Christodoulou, Christos.
Description:	IX, 110 p.online resource. :
Contained By:	Springer Nature eBook
Subject:	Microwaves, RF Engineering and Optical Communications. -
Online resource:	https://doi.org/10.1007/978-3-031-01692-9
ISBN:	9783031016929

Support Vector Machines for Antenna Array Processing and Electromagnetics
Martínez-Ramón, Manel.

Support Vector Machines for Antenna Array Processing and Electromagnetics[electronic resource] /by Manel Martínez-Ramón, Christos Christodoulou. - 1st ed. 2006. - IX, 110 p.online resource. - Synthesis Lectures on Computational Electromagnetics,1932-1716. - Synthesis Lectures on Computational Electromagnetics,.

Introduction -- Linear Support Vector Machines -- Nonlinear Support Vector Machines -- Advanced Topics -- Support Vector Machines for Beamforming -- Determination of Angle of Arrival -- Other Applications in 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.

ISBN: 9783031016929

Standard No.: 10.1007/978-3-031-01692-9doiSubjects--Topical Terms:

1365893
Microwaves, RF Engineering and Optical Communications.

LC Class. No.: T1-995

Dewey Class. No.: 620

Support Vector Machines for Antenna Array Processing and Electromagnetics
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