Open AccessDetection and RM correction approach for manoeuvring target with complex motions
Author(s) -
Li Xiaolong,
Kong Lingjiang,
Cui Guolong,
Yi Wei
Publication year - 2017
Publication title -
iet signal processing
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.384
H-Index - 42
eISSN - 1751-9683
pISSN - 1751-9675
DOI - 10.1049/iet-spr.2016.0444
Subject(s) - acceleration , design for manufacturability , algorithm , computer science , fourier transform , fast fourier transform , range (aeronautics) , process (computing) , computation , doppler effect , trajectory , time delay and integration , mathematics , physics , computer vision , mathematical analysis , engineering , electrical engineering , classical mechanics , astronomy , aerospace engineering , operating system
This study addresses the coherent accumulation problem for detecting a manoeuvring target with complex motions, where range migration (RM) [i.e. range walk (RW) and range curvature (RC)] and Doppler frequency migration (DFM) occur during the coherent integration time. An efficient approach based on generalised keystone transform (GKT), radon transform (RT) and generalised dechirp process (GDP), i.e. GKT‐RT‐GDP, is presented to eliminate the RM and realise the coherent accumulation. More specifically, the GKT operation is first employed to remove the RC. Then, the RT is applied to estimate the trajectory slope for RW correction and velocity estimation. After that, GDP is introduced to obtain the estimations of target's acceleration and acceleration rate motion. Thereafter, the DFM caused by target's high‐order motions can be compensated and then the coherent integration can be realised via Fourier transform. The advantage of the presented algorithm is that it can obtain a good balance between the computation cost and the detection performance, in comparison with the existing coherent integration algorithms.