DocumentCode :
232175
Title :
Micro-Doppler separation from Time Frequency Distribution based on direction pattern
Author :
Chen Zhi-ren ; Gu Hong ; Su Wei-min ; Wang Zhao
Author_Institution :
Sch. of Electron. Eng. & Optoelectron. Technol., Nanjing Univ. Of Sci. & Technol., Nanjing, China
fYear :
2014
fDate :
19-23 Oct. 2014
Firstpage :
2116
Lastpage :
2119
Abstract :
Micro-Doppler (m-D) is a useful feature of radar target, as an important characteristic for radar target detection, recognition, and classification. However, since the form of m-D signals is always multi-component, the signals usually need to be separated before feature extraction. A method for separation the m-D signals is proposed based on direction pattern. In this paper, we first obtain the Time Frequency Distribution (TFD) of the target echo by Short-Time Fourier Transformer (STFT). Then the local maxima algorithm is applied for the instantaneous frequency (IF) track coherence. Finally, the direction patter algorithm is used to separate the m-D signals. Simulation results indicate that the proposed method is effective.
Keywords :
Doppler radar; Fourier transforms; feature extraction; frequency estimation; image classification; object detection; object recognition; radar detection; radar imaging; source separation; time-frequency analysis; IF track coherence; STFT; TFD; direction patter algorithm; feature extraction; instantaneous frequency track coherence; local maxima algorithm; mD signal separation; microDoppler image separation; radar target classification; radar target detection; radar target recognition; short-time Fourier transformer; target echo; time-frequency distribution; Doppler effect; Feature extraction; Filtering algorithms; Indexes; Radar; Simulation; Time-frequency analysis; Micro-Doppler; direction pattern; instantaneous frequency estimation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing (ICSP), 2014 12th International Conference on
Conference_Location :
Hangzhou
ISSN :
2164-5221
Print_ISBN :
978-1-4799-2188-1
Type :
conf
DOI :
10.1109/ICOSP.2014.7015368
Filename :
7015368
Link To Document :
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