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.
- ISBN10 1598290258
- ISBN13 9781598290257
- Publish Date 1 December 2006 (first published 1 February 2006)
- Publish Status Temporarily Withdrawn
- Imprint Morgan & Claypool
- Format eBook
- Pages 120
- Language English