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Radar transmitter classification using a non-stationary signal classifier
Citation
du Plessis, MC and Olivier, JC, Radar transmitter classification using a non-stationary signal classifier, International Conference on Wavelet Analysis and Pattern Recognition, 12-15 July 2009, Baoding, pp. 482-485. ISBN 978-1-4244-3728-3 (2009) [Refereed Conference Paper]
DOI: doi:10.1109/ICWAPR.2009.5207445
Abstract
This paper presents a classification method which discriminates between two radar transmitters based on the received pulses. A simple radar transmitter model is presented to which a non-stationary signal classifier is applied. The classifier is a support vector machine which is applied to the radar pulse's time-frequency representation. The time-frequency representation is refined using particle swarm optimization to increase the classification accuracy. The classification accuracy is tested in an additive white Gaussian noise channel. An acceptable classification accuracy is reported for component tolerances as small as 2% on the transmitter's modulator. © 2009 IEEE.
Item Details
| Item Type: | Refereed Conference Paper |
|---|---|
| Research Division: | Engineering |
| Research Group: | Electrical engineering |
| Research Field: | Electrical engineering not elsewhere classified |
| Objective Division: | Expanding Knowledge |
| Objective Group: | Expanding knowledge |
| Objective Field: | Expanding knowledge in engineering |
| UTAS Author: | Olivier, JC (Professor JC Olivier) |
| ID Code: | 78848 |
| Year Published: | 2009 |
| Deposited By: | Engineering |
| Deposited On: | 2012-07-30 |
| Last Modified: | 2014-11-13 |
| Downloads: | 0 |
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