EFFICIENT RANGE ALIGNMENT ALGORITHM FOR REAL-TIME RANGE-DOPPLER ALGORITHM
Author(s) -
JooHo Jung,
Si-Ho Kim,
JiHoon Bae,
KyungTae Kim,
SangHong Park
Publication year - 2017
Publication title -
progress in electromagnetics research c
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.341
H-Index - 34
ISSN - 1937-8718
DOI - 10.2528/pierc17090103
Subject(s) - algorithm , range (aeronautics) , computer science , doppler effect , engineering , physics , aerospace engineering , astronomy
When deriving a range-Doppler image or a time-frequency image of a fast-maneuvering target at long range, existing range alignment methods yield poor results due to the large numbers of range profiles (RPs) and range bins that are required for this task. This paper proposes a threestep range alignment method to overcome the problems of these existing methods and to yield focused images: (1) coarse alignment using the interpolated center of mass of each RP, (2) fine alignment with an integer step using an entropy cost function, and (3) fine-tuning using particle swarm optimization. Compared to existing methods, the proposed method is computationally more efficient and provides better image focus.
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