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Support Vector Machines for Antenna ...

Christodoulou, Christos.

Support Vector Machines for Antenna Array Processing and Electromagnetics

紀錄類型:	書目-電子資源 : 單行本
正題名/作者:	Support Vector Machines for Antenna Array Processing and Electromagnetics/ by Manel Martínez-Ramón, Christos Christodoulou.
作者:	Martínez-Ramón, Manel.
其他作者:	Christodoulou, Christos.
面頁冊數:	IX, 110 p.online resource.
Contained By:	Springer Nature eBook
標題:	Engineering. -
電子資源:	Fulltext (查閱電子書全文)
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:

162510
Engineering.

LC Class. No.: T1-995

Dewey Class. No.: 620

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