Multiple RFI Sources Location Method Combining Two-Dimensional ESPRIT DOA Estimation and Particle Swarm Optimization for Spaceborne SAR

被引:9
作者
Yu, Junfei [1 ]
Li, Jingwen [1 ]
Sun, Bing [1 ]
Jiang, Yuming [1 ]
Xu, Liying [2 ]
机构
[1] Beihang Univ, Sch Elect & Informat Engn, Beijing 100081, Peoples R China
[2] Shanghai Inst Satellite Engn, Shanghai 201109, Peoples R China
基金
中国国家自然科学基金;
关键词
synthetic aperture radar; radio frequency interference; interference source location; two-dimensional ESPRIT; particle swarm optimization; INTERFERENCE; MITIGATION; SIGNALS;
D O I
10.3390/rs13061207
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Synthetic aperture radar (SAR) systems are susceptible to radio frequency interference (RFI). The existence of RFI will cause serious degradation of SAR image quality and a huge risk of target misjudgment, which makes the research on RFI suppression methods receive widespread attention. Since the location of the RFI source is one of the most vital information for achieving RFI spatial filtering, this paper presents a novel location method of multiple independent RFI sources based on direction-of-arrival (DOA) estimation and the non-convex optimization algorithm. It deploys an L-shaped multi-channel array on the SAR system to receive echo signals, and utilizes the two-dimensional estimating signal parameter via rotational invariance techniques (2D-ESPRIT) algorithm to estimate the positional relationship between the RFI source and the SAR system, ultimately combines the DOA estimation results of multiple azimuth time to calculate the geographic location of RFI sources through the particle swarm optimization (PSO) algorithm. Results on simulation experiments prove the effectiveness of the proposed method.
引用
收藏
页数:27
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