Title :
A multipath suppression technique for through-the-wall radar
Author :
Jian Wang ; Pengyu Wang ; Yanghuan Li ; Qian Song ; Zhimin Zhou
Author_Institution :
Coll. of Electron. Sci. & Technol., Nat. Univ. of Defense Technol., Changsha, China
Abstract :
Through-the-wall (TTW) radar images would be deteriorated by multipath artefacts resulting from the reflection of enclosed walls. This paper presents an innovative multipath ghost suppression technique based on the compressive sensing theory. The principle of the proposed technique is that: radar echoes are the projection of target space with the operator that defines the transfer function of environment and the image of the target space can be reconstructed by a minimum-norm inversion once the echoes and the operator are known. Conventional imaging technique fails to deal with complicated multipath scenario without prior information. The proposed technique, however, makes use of prior information of the location of walls and establishes a reflection multipath model to depict the scattering response of walls. Based on the model, an overcomplete dictionary that account for interaction of the radar, targets and environment can be constructed. The image reconstruction is implemented with the CS technique by solving a convex optimization problem. The proposed technique can achieve excellent multipath interference suppression effect and can significantly reduce data recording time of TTW radar. The new technique is validated by numeric simulation.
Keywords :
compressed sensing; convex programming; image denoising; image reconstruction; numerical analysis; radar imaging; transfer functions; CS technique; TTW radar images; compressive sensing theory; convex optimization problem; data recording time reduction; image reconstruction; innovative multipath ghost suppression technique; interference suppression effect; minimum-norm inversion; multipath artefacts; numeric simulation; radar echoes; reflection multipath model; scattering response; target space; through-the-wall radar images; transfer function; Dictionaries; Frequency measurement; Image reconstruction; Radar imaging; Reflection; Signal to noise ratio; Through-the-wall radar; compressive sensing; image formation; multipath;
Conference_Titel :
Ultra-Wideband (ICUWB), 2013 IEEE International Conference on
Conference_Location :
Sydney, NSW
DOI :
10.1109/ICUWB.2013.6663851