Abstract
In through-the-wall radar imaging (TWRI), the presence of front and side walls causes multipath propagation, which creates fake targets called multipath ghosts. They populate the scene and reduce the probability of correct target detection, classification, and localization. In modern TWRI, specular multipath exploitation has received considerable attention for reducing the effects of multipath ghosts. However, this exploitation is challenged by the requirements of the reflecting geometry, which is not always available. Currently, the demand for a high radar image resolution dictates the use of a large aperture and wide bandwidth. This results in a large amount of data. To tackle this problem, compressive sensing (CS) is applied to TWRI. With CS, only a fraction of the data are used to produce a high-quality image, provided that the scene is sparse. However, owing to multipath ghosts, the scene sparsity is highly deteriorated; hence, the performance of the CS algorithms is compromised. This paper presents and discusses the adverse effects of multipath ghosts in TWRI. It describes the physical formation of ghosts, their challenges, and existing suppression techniques.
Original language | English |
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Pages (from-to) | 376-388 |
Number of pages | 13 |
Journal | ETRI Journal |
Volume | 40 |
Issue number | 3 |
DOIs | |
State | Published - Jun 2018 |
Bibliographical note
Publisher Copyright:© 2018 ETRI
Keywords
- Aspect dependence
- Compressive sensing
- Multipath ghost
- Subaperture
- Through-the-wall radar imaging
ASJC Scopus subject areas
- Electronic, Optical and Magnetic Materials
- General Computer Science
- Electrical and Electronic Engineering