Title :
Route tracking of border crossing vehicles using inductance signatures of loop detectors
Author_Institution :
Dept. of Electr. & Comput. Eng., Minnesota Univ., Duluth, MN, USA
Abstract :
Monitoring border-crossing vehicles has been one of the focus areas of the Department of Homeland Security since its inception. The USA has a total of 7,514 land miles of borders with Canada and Mexico, and more than 140 million vehicles enter the US border every year. The vehicles then travel using a part of 4 million miles of available US public roads. Monitoring and tracking so many vehicles is a huge challenge and requires automated non-intrusive computerized technology. The paper proposes a new way of tracking vehicle routes through vehicle sensors that exist in the US transportation infrastructure. In most US highways and local roads, inductive loop detectors (ILDs) are embedded in the pavement to monitor traffic conditions, and the number of installations is constantly increasing. The paper introduces a method that utilizes the inductive signatures of vehicles generated by ILDs for vehicle identification and tracking. Signal processing techniques of inductance signatures and the experimental results on a highway data are presented.
Keywords :
computerised monitoring; deconvolution; pattern recognition; road traffic; road vehicles; tracking; 4000000 mile; 7514 mile; US Department of Homeland Security; blind deconvolution; border crossing vehicle monitoring; inductance signatures; inductive loop detectors; inductive signatures; signal processing techniques; transportation infrastructure; vehicle route tracking; Automated highways; Computerized monitoring; Detectors; Inductance; Land vehicles; Road vehicles; Terrorism; Tracking loops; Transportation; Vehicle detection;
Conference_Titel :
Measurement Systems for Homeland Security, Contraband Detection and Personal Safety Workshop, 2005. (IMS 2005) Proceedings of the 2005 IEEE International Workshop on
Print_ISBN :
0-7803-9121-7
DOI :
10.1109/MSHS.2005.1502566