Extraction and analysis of micro-Doppler signatures by the Empirical Mode Decomposition
Date published
2015-06-25
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Journal ISSN
Volume Title
Publisher
IEEE
Department
Type
Conference paper
ISSN
1097-5659
Format
Citation
Brewster A, Balleri A. Extraction and analysis of micro-Doppler signatures by the Empirical Mode Decomposition. 2015 IEEE Radar Conference (RadarCon), 10-15 May 2015, Arlington, VA, USA
Abstract
A set of experimental trials was conducted with a 10 GHz continuous wave radar to collect micro-Doppler signatures of a large single, double and triple bladed rotating fin and a sized miniature helicopter. We analysed the target micro-Doppler signatures and decomposed them using the Empirical Mode Decomposition (EMD) method in order to extract a series of Intrinsic Mode Functions (IMFs) which admit only an instantaneous frequency. The aim of this paper is to investigate what information is available in the target IMFs to help identify key features that can be used for improving target classification and identification. The experimental testing was complimented with a set of simulations to assist in the understanding of the results.
Description
Software Description
Software Language
Github
Keywords
Blades, Helicopters, Radar imaging, Doppler radar, Noise, Sonar navigation
DOI
Rights
Attribution-NonCommercial 4.0 International