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Multiple target tracking based separation of Micro-Doppler signals from coning target
- Source :
- 2014 IEEE Radar Conference.
- Publication Year :
- 2014
- Publisher :
- IEEE, 2014.
-
Abstract
- Micro-Doppler (m-D) signature based target classification methods have received the intensive attention from the radar automatic target recognition (RATR) community. Since the m-D signals of a coning target with micro-motion are always multicomponent, it is important to separate these m-D frequency components for feature extraction and parameter estimation. This paper develops a separation algorithm based on multiple target tracking (MTT) technology, where the m-D frequency curves are assumed to be the tracks of maneuvering targets. The proposed method shows the good performance on the electromagnetic computation data in the experiments.
- Subjects :
- Computer science
business.industry
Estimation theory
Pulse-Doppler radar
Feature extraction
Pattern recognition
Tracking (particle physics)
Moving target indication
Space-time adaptive processing
Stationary target indication
Computer vision
Artificial intelligence
business
Low probability of intercept radar
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2014 IEEE Radar Conference
- Accession number :
- edsair.doi...........134d59bafcb620a6ef27735b9c06117a