Title :
Range migration correction for random stepped-frequency SAR imaging
Author :
Qun Zhang ; Yi-chang Chen ; Zhi-an Li ; Yong-an Chen ; Yong Wu
Author_Institution :
Inst. of Inf. & Navig., Air Force Eng. Univ., Xi´an, China
Abstract :
Range Cell Migration Correction (RCMC) is an important issue in Randomly Stepped Frequency SAR Imaging. In this work we use the newly proposed compressive sensing (CS) algorithms to correct range migration and to form SAR images of random data. This algorithm makes randomly stepped frequency echo data equivalent to the observed value of evenly stepped frequency echo data, and integrates range migration correction operator into the part of sparse representation. High-resolution range profiles (HRRP) are directly obtained after migration correction via CS reconstruction algorithm, and then the target scene imaging is completed by azimuth pulse compression. Even under conditions of lack of spectrum resources, experimental result also shows that the algorithm is able to achieve high resolution imaging.
Keywords :
compressed sensing; image reconstruction; image representation; radar cross-sections; radar imaging; random processes; synthetic aperture radar; waveform analysis; CS reconstruction algorithm; HRRP; RCMC; azimuth pulse compression; compressive sensing algorithms; high resolution range profile; randomly stepped frequency SAR imaging; randomly stepped frequency echo; range cell migration correction; range migration correction operator integration; sparse representation; spectrum resources; target scene imaging; Compressed sensing; Imaging; Radar imaging; Radar polarimetry; Signal processing algorithms; Synthetic aperture radar; Compressed sensing; Range cell migration correction; random frequency;
Conference_Titel :
Radar Conference (Radar), 2014 International
DOI :
10.1109/RADAR.2014.7060463