STOLT MIGRATION IMAGING FOR SHORT-PULSE GROUND-PENETRATING RADAR BASED ON COMPRESSIVE SENSING

被引:0
|
作者
Qu, Lele [1 ]
Li, Zhen [1 ]
Fathy, Aly E. [2 ]
机构
[1] Shenyang Aerosp Univ, Coll Elect Informat Engn, Shenyang, Peoples R China
[2] Univ Tennessee, Dept Elect Engn & Comp Sci, Knoxville, TN 37996 USA
来源
IGARSS 2020 - 2020 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM | 2020年
基金
中国国家自然科学基金;
关键词
ground-penetrating radar (GPR); Stolt migration; compressive sensing (CS);
D O I
10.1109/IGARSS39084.2020.9323713
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
An innovative compressive sensing (CS) based Stolt migration imaging algorithm for short-pulse ground-penetrating radar (GPR) has been developed and will be presented here. The traditional Stolt migration algorithm requires a wideband signal and large antenna array for implementing a high-resolution imaging reconstruction, which traditionally suffers from high sampling rate requirements and long time for data collection. On the contrary, the proposed CS-based Stolt migration imaging algorithm establishes a sparse transform between the raw measurement data and the migrated imaging results, it considers the physical propagation process of the electromagnetic wave and does not require a prior knowledge of the transmitted pulse. This imaging algorithm can provide better imaging quality; while reducing both the required sampling rate and number of measurements. The accurate imaging results from the numerical simulation data presented here verified the effectiveness and validity of the proposed imaging algorithm.
引用
收藏
页码:1409 / 1412
页数:4
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