Title :
Improving angular resolution based on maximum a posteriori criterion for scanning radar
Author :
Guan, Jinchen ; Huang, Yulin ; Yang, Jianyu ; Li, Wenchao ; Wu, Junjie
Author_Institution :
Sch. of Electron. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
Angular resolution is crucial for scanning radar system. Angular resolution of real aperture radar (RAR) is decided by the size of the antenna aperture. In this paper, a novel method of improving angular resolution based on maximum a posteriori (MAP) framework is proposed. Firstly, scanning radar signal model is illustrated, and then an iterative deconvolution based on MAP algorithm that improves angular resolution is derived. Simulation results show that the method can efficiently improve angular resolution; then real radar experiment results validate the effectiveness of this method.
Keywords :
aperture antennas; deconvolution; iterative methods; maximum likelihood estimation; radar signal processing; MAP algorithm; RAR; angular resolution; antenna aperture; iterative deconvolution; maximum a posteriori criterion; real aperture radar; scanning radar signal; scanning radar system; Deconvolution; Image resolution; Radar antennas; Radar imaging; Signal resolution; angular resolution; iterative deconvolution; maximum a posteriori (MAP); scanning radar;
Conference_Titel :
Radar Conference (RADAR), 2012 IEEE
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4673-0656-0
DOI :
10.1109/RADAR.2012.6212183