Target Height Measurement under Complex Multipath Interferences without Exact Knowledge on the Propagation Environment

被引:8
|
作者
Liu, Yuan [1 ]
Liu, Hongwei [2 ,3 ]
机构
[1] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore
[2] Xidian Univ, Natl Lab Radar Signal Proc, Xian 710071, Peoples R China
[3] Xidian Univ, Collaborat Innovat Ctr Informat Sensing & Underst, Xian 710071, Peoples R China
基金
中国国家自然科学基金;
关键词
coherent interference effect; direction-of-arrival (DOA) estimation; iterative implementation; multipath propagation environment; sparse representation; SIGNAL RECONSTRUCTION; FREQUENCY ESTIMATION; ALTITUDE ESTIMATION; SOURCE LOCALIZATION; MIMO RADAR; DECOMPOSITION; PROJECTION; SURFACE; MODEL; DOA;
D O I
10.3390/rs14133099
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This paper investigates the direction-of-arrival (DOA) estimation-based target localization problem using an array radar under complex multipath propagation scenarios. Prevalent methods may suffer from performance degradation due to the deterministic signal model mismatch, especially when the exact knowledge of a propagation environment is unavailable. To cope with this problem, we first establish an improved signal model of multipath propagation for low-angle target localization scenarios, where the dynamic nature of convoluted interferences induced by complex terrain reflections is taken into account. Subsequently, an iterative implementation-based target localization algorithm with the improved propagation model is proposed to eliminate the detrimental effect of coherent interferences on target localization performance. Compared to existing works, the proposed algorithm can maintain satisfactory estimation performance in terms of target location parameters, even in severe multipath interference conditions, where the decorrelation preprocessing and accurate knowledge about the multipath propagation environment are not required. Both simulation and experimental results demonstrate the effectiveness of the proposed propagation model and localization algorithm.
引用
收藏
页数:17
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