DocumentCode :
1812025
Title :
Application of Hilbert-Huang transform to MMW Doppler radar
Author :
Chen, Wenwu ; Chen, Rushan ; Ding, Dazhi
Author_Institution :
Sch. of Electron. Eng. & Optoelectric Technol., Nanjing Univ. of Sci. & Technol., Nanjing
Volume :
3
fYear :
2008
fDate :
21-24 April 2008
Firstpage :
1380
Lastpage :
1383
Abstract :
A millimeter wave (MMW) Doppler radar is introduced. As the Doppler shift is directly proportional to the target speed, the echo is a linear frequency modulated (LFM) signal if the target speed changes linearly. Especially, multicomponent LFM signal exists if the radar is used to analyze the distributed target. The conventional time-frequency analysis methods including short-time Fourier transform (STFT), Wigner-Ville distribution (WVD), and wavelet analysis are not generally adaptive to nonstationary signals. A new approach is proposed to analyze multicomponent LFM signals based on Radon transform and Hilbert-Huang transform (HHT) which is a recently developed method adaptive to nonstationary signals. The echo is decomposed into several intrinsic mode functions (IMF) by the empirical mode decomposition (EMD). After the instantaneous frequency and Hilbert spectrum corresponding to IMFs are computed, target velocity parameter estimation is obtained using Radon transform on the Hilbert spectrum plane. The simulation result shows its feasibility and effectiveness.
Keywords :
Doppler radar; Doppler shift; Hilbert transforms; Radon transforms; Doppler shift; Hilbert-Huang transform; MMW Doppler radar; Radon transform; empirical mode decomposition; intrinsic mode functions; linear frequency modulated signal; millimeter wave Doppler radar; Chirp modulation; Doppler radar; Doppler shift; Fourier transforms; Frequency modulation; Millimeter wave radar; Millimeter wave technology; Signal analysis; Time frequency analysis; Wavelet analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Microwave and Millimeter Wave Technology, 2008. ICMMT 2008. International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-1879-4
Electronic_ISBN :
978-1-4244-1880-0
Type :
conf
DOI :
10.1109/ICMMT.2008.4540698
Filename :
4540698
Link To Document :
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