DocumentCode :
21276
Title :
Detection of Moving Target and Localization of Clutter Using Doppler Radar on Mobile Platform
Author :
Youngwook Kim ; Sekhon, Satbir S.
Author_Institution :
Dept. of Electr. & Comput. Eng., California State Univ. at Fresno, Fresno, CA, USA
Volume :
12
Issue :
5
fYear :
2015
fDate :
May-15
Firstpage :
1156
Lastpage :
1160
Abstract :
This letter explores the possibilities of detecting a moving target and localizing clutter using nonstationary Doppler radar. The detection of a moving target, particularly a human, has many potential applications in the fields of surveillance and rescue. In dangerous environments, Doppler radar can be used to effectively collect information about the surroundings, even through walls. However, a moving platform makes the detection of a moving target complicated due to Doppler shift caused by the clutter. We analyze the pattern of the Doppler shift due to clutter over time and develop a linear regression model that describes this pattern. The location of clutter can be estimated by the model with the time history of the measured Doppler shifts. Although the pattern from clutter follows the mathematical model, the pattern from a moving target does not, resulting in a high-percentage root-mean-square (RMS) fitting error. On the basis of the percentage RMS fitting error, a moving target is differentiated from clutter.
Keywords :
Doppler radar; Doppler shift; object detection; radar clutter; regression analysis; search radar; Doppler shift; clutter location; high-percentage root-mean-square fitting error; linear regression model; mathematical model; moving platform; moving target detection; nonstationary Doppler radar; rescue; surveillance; time history; walls; Clutter; Doppler radar; Doppler shift; Mathematical model; Radar clutter; Doppler radar; joint time–frequency analysis; joint time???frequency analysis; linear regression model; moving target detection;
fLanguage :
English
Journal_Title :
Geoscience and Remote Sensing Letters, IEEE
Publisher :
ieee
ISSN :
1545-598X
Type :
jour
DOI :
10.1109/LGRS.2014.2386896
Filename :
7010885
Link To Document :
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