4.7 Article

Micro-Doppler Curves Extraction and Parameters Estimation for Cone-Shaped Target With Occlusion Effect

Journal

IEEE SENSORS JOURNAL
Volume 18, Issue 7, Pages 2892-2902

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/JSEN.2018.2800053

Keywords

Coherent single range Doppler interferometry (CSRDI); general parameterized time-frequency (GPTF); inertia ratio; micro-Doppler; occlusion effect

Funding

  1. National Natural Science Foundation of China [61771362, 61671361, 61301285]

Ask authors/readers for more resources

Since the occlusion effect makes the general parameterized time-frequency (GPTF) analysis failure, and the coherent single range Doppler interferometry (CSRDI) method is time-consuming, a micro-Doppler curve extraction method named CSRDI-modified GPTF (CSRDI-MGPTF) is investigated for the cone-shaped target with occlusion effect in this paper. The proposed CSRDI-MGPTF method is more time-saving than CSRDI, and more robust and accurate than GPTF in low signal-to-noise ratio and occlusion circumstances. According to the extracted micro-Doppler curves, the micro motion parameters can be estimated. For the cone-shaped target with many scatterer points, a multicomponent signal separating method is proposed to reduce the impact of each component on the micro-Doppler curves extraction and parameters estimation. Additionally, a specific implementation of the CSRDI-MGPTF method for differently distributed fixed scatterer points are discussed. Finally, simulation results based on the electromagnetic computation data are carried out to demonstrate the effectiveness of the proposed method.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.7
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available