Title :
3D automotive imaging radar for transportation systems monitoring
Author :
Baselice, Fabio ; Ferraioli, Giampaolo ; Matuozzo, Gianfranco ; Pascazio, Vito ; Schirinzi, Gilda
Author_Institution :
Dipt. d´Ing., Univ. degli Studi di Napoli Parthenope, Naples, Italy
Abstract :
In last years the interest in transportation security has increased significantly, in particular with respect to road transport safety of dangerous goods. Today, there is a growing attention to automotive sensors monitoring systems, in order to make them an effective and valuable aid in situations of danger, improving transportation safety. The main limitation of visual aid systems is that they do not produce accurate results in poor weather conditions (such as fog, rain) and in presence of smoke. This limitation can be overcome by using radar sensors. In particular, imaging radar are gaining interest in the framework of Driver Assistance Systems (DAS). Radar monitoring system can be effectively used for the safety dangerous goods transportation. At present most of radar focusing techniques are not able to discriminate multiple targets on the same line of sight. In this paper we propose a novel radar signal processing technique, based on Compressive Sensing (CS) theory, to perform the detection of two or more targets on the same line of sight, greatly improving the performances of a radar DAS. After a brief description of the proposed methodology, case studies are presented in order to evaluate the performances of the technique.
Keywords :
compressed sensing; goods distribution; radar imaging; road safety; road vehicle radar; sensors; stereo image processing; 3D automotive imaging radar; CS theory; automotive sensors monitoring systems; compressive sensing theory; dangerous goods transportation; driver assistance systems; radar DAS; radar focusing techniques; radar monitoring system; radar sensors; radar signal processing technique; road transport safety; transportation safety; transportation security; transportation systems monitoring; visual aid systems; Automotive engineering; Estimation; Radar imaging; Safety; Transportation; Vectors; Compressive Sensing; Dangerous Goods Transportation; Driver Assistance Systems; Imaging Radar; Safety Monitoring; Transportation systems monitoring;
Conference_Titel :
Environmental Energy and Structural Monitoring Systems (EESMS), 2014 IEEE Workshop on
Conference_Location :
Naples
Print_ISBN :
978-1-4799-4989-2
DOI :
10.1109/EESMS.2014.6923256