DocumentCode :
181
Title :
Micro-Doppler Analysis and Separation Based on Complex Local Mean Decomposition for Aircraft With Fast-Rotating Parts in ISAR Imaging
Author :
Bin Yuan ; Zengping Chen ; Shiyou Xu
Author_Institution :
ATR Nat. Defense Sci. & Technol. Key Lab., Nat. Univ. of Defense Technol., Changsha, China
Volume :
52
Issue :
2
fYear :
2014
fDate :
Feb. 2014
Firstpage :
1285
Lastpage :
1298
Abstract :
In traditional inverse synthetic aperture radar (ISAR) imaging of aircraft, rigid-body motion is usually assumed, and a focused ISAR image can be obtained using the classical range-Doppler algorithm after the translational motion compensation. However, in real-world situations, nonrigid-bodies such as the fast-rotating blades, propellers or turbofans are often present in aircraft. The ISAR image of the main body will be shadowed by the micro-Doppler (m-D) induced by the rotating parts of the target, whereas the m-D parameter estimation of the rotating parts also becomes more difficult because of the interference from the main body returns. To solve this problem, the Doppler frequency difference between the main body and the rotating parts of the aircraft is analyzed and the complex local mean decomposition (CLMD) is applied to separate the m-D signature in the ISAR imaging. The CLMD method can separate the oscillation mode embedded in signals accurately and decompose the complex modulation nonstationary signals adaptively into some stable monocomponents. After the separation, better geometrical features of the main body and better m-D features of the rotating parts can be obtained by processing each independently. The results from the simulated and measured data are given to verify the validity of the algorithm proposed in this paper.
Keywords :
Doppler radar; aerospace propulsion; airborne radar; aircraft; blades; decomposition; fans; modulation; motion compensation; parameter estimation; propellers; radar imaging; radar interference; synthetic aperture radar; CLMD method; Doppler frequency difference; ISAR image focusing; ISAR imaging; aircraft; complex local mean decomposition; complex modulation nonstationary signal decomposition; fast-rotating blade; interference; inverse synthetic aperture radar imaging; m-D parameter estimation; microDoppler analysis; microDoppler separation; oscillation mode signal embedding; propeller; range-Doppler algorithm; rigid-body motion; translational motion compensation; turbofan; Complex local mean decomposition; inverse synthetic aperture radar; micro-Doppler separation;
fLanguage :
English
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
Publisher :
ieee
ISSN :
0196-2892
Type :
jour
DOI :
10.1109/TGRS.2013.2249588
Filename :
6542722
Link To Document :
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