书目名称 | Support Vector Machines for Antenna Array Processing and Electromagnetics |
编辑 | Manel Martínez-Ramón,Christos Christodoulou |
视频video | |
丛书名称 | Synthesis Lectures on Computational Electromagnetics |
图书封面 |  |
描述 | 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. |
出版日期 | Book 2006 |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-031-01692-9 |
isbn_softcover | 978-3-031-00564-0 |
isbn_ebook | 978-3-031-01692-9Series ISSN 1932-1252 Series E-ISSN 1932-1716 |
issn_series | 1932-1252 |
copyright | Springer Nature Switzerland AG 2006 |