Title :
Demonstrator: V2V Communications in Automotive Multi-Sensor Multi-Target Tracking
Author :
Röckl, Matthias ; Strang, Thomas ; Kranz, Matthias
Author_Institution :
Inst. of Commun. & Navig., German Aerosp. Center, Wessling
Abstract :
Today´s automotive sensor systems for in-vehicle based target tracking, i.e. radar, lidar, camera, are limited to a field of view which is restricted by distance, angle and line-of-sight. Future driver assistance systems such as predictive collision avoidance or situation-aware adaptive cruise control require a more complete and accurate situation awareness in order to detect hazardous and inefficient situations in time. Therefore, we introduce multi-target tracking including vehicle-2-vehicle communications as a complementing sensor for future driver assistance systems. The demonstration presents set-up, functionality and results of multi-sensor multi-target tracking based on particle filtering.
Keywords :
adaptive control; mobile communication; particle filtering (numerical methods); sensor fusion; target tracking; traffic control; V2V communications; automotive multisensor multitarget tracking; camera; driver assistance systems; in-vehicle based target tracking; lidar; line-of-sight; particle filtering; predictive collision avoidance; radar; situation-aware adaptive cruise control; vehicle-2-vehicle communications; Adaptive control; Automotive engineering; Cameras; Collision avoidance; Communication system control; Laser radar; Programmable control; Radar tracking; Sensor systems; Target tracking;
Conference_Titel :
Vehicular Technology Conference, 2008. VTC 2008-Fall. IEEE 68th
Conference_Location :
Calgary, BC
Print_ISBN :
978-1-4244-1721-6
Electronic_ISBN :
1090-3038
DOI :
10.1109/VETECF.2008.463