Title :
LIDAR-based vehicle tracking for a virtual mirror
Author :
Sergi, Michael ; Shankwitz, Craig ; Donath, Max
Author_Institution :
Dept. of Mech. Eng., Minnesota Univ., Minneapolis, MN, USA
Abstract :
Low visibility conditions and blind zones induce hazards to driving and have been shown to be a cause of many automobile crashes every year. In order to reduce these effects, the virtual mirror, a computer-generated display that uses a high-accuracy DGPS system coupled with an onboard geo-spatial database, was used to render the view that the driver would see in a mirror-like display. In order to correctly display and integrate the information (lane boundaries, etc.) from the database with the sensed objects, a real-time method of locating and tracking nearby vehicles was developed. This paper outlines the algorithms and equipment used to achieve real-time vehicle tracking based on a scanning laser range sensor, and the experiments performed to determine the accuracy of the virtual mirror´s ability to correctly display moving vehicles in the sensor´s field of view.
Keywords :
Global Positioning System; automobiles; driver information systems; laser ranging; optical radar; real-time systems; rendering (computer graphics); target tracking; DGPS; LIDAR based vehicle tracking; automobile crashes; blind zones; differential global positioning system; driving hazards; geospatial database; laser ranging; light detection; low visibility conditions; real time system; scanning laser range sensor; vehicle tracking; virtual mirror; Computer displays; Computer vision; Databases; Global Positioning System; Mirrors; Optical distortion; Optical sensors; Road vehicles; Vehicle driving; Vehicle dynamics;
Conference_Titel :
Intelligent Vehicles Symposium, 2003. Proceedings. IEEE
Print_ISBN :
0-7803-7848-2
DOI :
10.1109/IVS.2003.1212932