DocumentCode :
3567931
Title :
Development of an emergency braking system for teleoperated vehicles based on lidar sensor data
Author :
Wallner, Johannes ; Tang, Tito ; Lienkamp, Markus
Author_Institution :
Institute of Automotive Technology, Technische Universität München, Boltzmannstr. 15, 85748 Garching b. München, Germany
Volume :
2
fYear :
2014
Firstpage :
569
Lastpage :
576
Abstract :
A lidar-based approach of an emergency braking system for teleoperated vehicles is presented. Despite the time delay for the communication link of a teleoperated system, the vehicle has to be able to react to emerging objects in time. Starting with intelligent sensor data processing, reliable information is computed. An adapted particle filter algorithm tracks moving points to calculate their mean velocity, used for the prediction of surrounding moving objects. Further, in order to interpret this information, a situation assessment based on an intervention concept derived from Kamm´s circle is implemented. A motion prediction of possible trajectories of the ego-vehicle results in a clear decision-making process. All calculations are made at the raw data level and can be done online. Through artificial objects being included in real sensor data, the methodology was validated.
Keywords :
Acceleration; Decision making; Laser radar; Tracking; Trajectory; Vehicle dynamics; Vehicles; Emergency Braking System; Lidar Sensor Raw Data; Motion Prediction; Particle Filter; Teleoperated Vehicles;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Informatics in Control, Automation and Robotics (ICINCO), 2014 11th International Conference on
Type :
conf
Filename :
7049652
Link To Document :
بازگشت