A Novel Distance Estimation Method for Near-Field Synthetic Aperture Interferometric Radiometer

被引:0
|
作者
Hu, Hao [1 ,2 ]
Zhu, Dong [1 ,2 ]
Hu, Fei [1 ,2 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Elect Informat & Commun, Wuhan 430074, Peoples R China
[2] Huazhong Univ Sci & Technol, Natl Key Lab Sci & Technol Multispectral Informat, Wuhan 430074, Peoples R China
基金
中国国家自然科学基金;
关键词
synthetic aperture; near field imaging; distance estimation; passive millimeter wave; IMAGING PHENOMENOLOGY; MICROWAVE; LOCALIZATION;
D O I
10.3390/rs15071795
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The visibility samples generated by the synthetic aperture interferometric radiometer (SAIR) under near-field observation conditions contain information about the distance from the target to the instrument. This requires a precise understanding of the target-instrument distance to guarantee imaging quality in near-field SAIR applications. In this paper, we introduce a novel distance estimate approach for near-field SAIR systems, which achieves satisfactory imaging performance in the absence of prior information on target-instrument distance. First, we reformulate the signal model of near-field SAIR from the fractional Fourier transform (FRFT) perspective. This formulation ties the distance that is variable to the visibility function in a straightforward manner, offering an efficient solution for image reconstruction in near-field SAIR. Subsequently, we present an iterative strategy for target-instrument distance estimation based on simulated annealing (SA). In each iteration, the modified average gradient (MAG) of images reconstructed within the FRFT framework is evaluated, and based on the Metropolis criterion, the estimated target-instrument distance is optimally updated iteratively. Finally, the validity and effectiveness of the proposed distance estimation method for near-field SAIR imaging systems are demonstrated through numerical simulation and real experiments.
引用
收藏
页数:18
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