High Resolution Wideband Imaging of Fast Rotating Targets Based on Random PRI Radar

被引:2
作者
Liu, Zhen [1 ]
Chen, Xin [1 ]
Sui, Jinping [1 ]
机构
[1] Natl Univ Def Technol, Sch Elect Sci, Changsha 410073, Hunan, Peoples R China
来源
PROGRESS IN ELECTROMAGNETICS RESEARCH M | 2018年 / 63卷
基金
中国国家自然科学基金;
关键词
D O I
10.2528/PIERM17081005
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
By exploiting the micro-motion features of fast rotating targets, wideband radar has been successfully applied to high resolution imaging. However, due to the traditional fixed pulse repetition interval (PRI), the target image may suffer from aliasing in some practical situations. In this paper, under the compressed sensing (CS) radar framework, an efficient wideband imaging scheme with random PRI signal is introduced for aliasing reduction. Considering that direct application of the CS theory will result in large-scale dictionaries and high computational complexity, we firstly generate a low resolution image by applying modified generalized Radon transform on range-slow time domain and then scale down the dictionary column by reserving the atoms corresponding to those strong scattering areas. Simulation results show that this scheme can achieve aliasing-free images with acceptable computational cost.
引用
收藏
页码:59 / 70
页数:12
相关论文
共 35 条
[1]   On the Stable Recovery of the Sparsest Overcomplete Representations in Presence of Noise [J].
Babaie-Zadeh, Massoud ;
Jutten, Christian .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2010, 58 (10) :5396-5400
[2]  
Bai X., 2011, IEEE T AERO ELEC SYS, V47, P2534
[3]   Narrow-band radar imaging of spinning targets [J].
Bai XueRu ;
Sun GuangCai ;
Wu QiSong ;
Xing MengDao ;
Bao Zheng .
SCIENCE CHINA-INFORMATION SCIENCES, 2011, 54 (04) :873-883
[4]   High-Resolution Three-Dimensional Imaging of Spinning Space Debris [J].
Bai, Xueru ;
Xing, Mengdao ;
Zhou, Feng ;
Bao, Zheng .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2009, 47 (07) :2352-2362
[5]   FORM OF DOPPLER PROCESSING FOR RADARS OF RANDOM PRI AND RF [J].
BENJAMIN, R .
ELECTRONICS LETTERS, 1979, 15 (24) :782-782
[6]   A Sparsity-Based Method for the Estimation of Spectral Lines From Irregularly Sampled Data [J].
Bourguignon, Sebastien ;
Carfantan, Herve ;
Idier, Jerome .
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2007, 1 (04) :575-585
[7]   Robust uncertainty principles:: Exact signal reconstruction from highly incomplete frequency information [J].
Candès, EJ ;
Romberg, J ;
Tao, T .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2006, 52 (02) :489-509
[8]   Near-optimal signal recovery from random projections: Universal encoding strategies? [J].
Candes, Emmanuel J. ;
Tao, Terence .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2006, 52 (12) :5406-5425
[9]   Stable signal recovery from incomplete and inaccurate measurements [J].
Candes, Emmanuel J. ;
Romberg, Justin K. ;
Tao, Terence .
COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS, 2006, 59 (08) :1207-1223
[10]  
Cook C.E., 1967, RADAR SIGNALS INTRO, P550, DOI [10.1016/B978-0-12-186750-8.X5001-7, DOI 10.1016/B978-0-12-186750-8.X5001-7]