Support Vector Machines for Antenna Array Processing and Electromagnetics
- Indbinding:
- Paperback
- Sideantal:
- 124
- Udgivet:
- 31. december 2007
- Størrelse:
- 191x8x235 mm.
- Vægt:
- 248 g.
- 8-11 hverdage.
- 9. december 2024
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- 1 valgfrit digitalt ugeblad
- 20 timers lytning og læsning
- Adgang til 70.000+ titler
- Ingen binding
Abonnementet koster 75 kr./md.
Ingen binding og kan opsiges når som helst.
Beskrivelse af Support Vector Machines for Antenna Array Processing and 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.
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