Title :
Cooperative multi sensor network for traffic safety applications at intersections
Author :
Goldhammer, Michael ; Strigel, Elias ; Meissner, Daniel ; Brunsmann, Ulrich ; Doll, Konrad ; Dietmayer, Klaus
Author_Institution :
Fac. of Eng., Univ. of Appl. Sci. Aschaffenburg, Aschaffenburg, Germany
Abstract :
To significantly reduce injury and fatal accidents smart intersections equipped with sensors and communication infrastructure have been proposed. In this publication a novel multi sensor network to perceive the intersection environment is presented. Based on an intensive analysis of accident scenarios in Germany the system was designed to address 75 % of all severe and lethal accidents. 14 laserscanners, 10 cameras, signal phase tapping and an I2V communication unit have been installed at a public intersection in Aschaffenburg, Germany. By using computer based field of view modelling the sensor positions are carefully selected to avoid occlusions. Thus, the infrastructure perception system provides a bird´s eye view. Our experiments show that spatial and temporal alignment of sensor data is achieved. We also demonstrate that a part of the sensor network, a calibrated stereo system, allows 3D coordinates in the field of view region of the cameras to be determined with an accuracy of 30 mm.
Keywords :
calibration; cameras; image sensors; optical scanners; road accidents; road safety; road traffic; sensor fusion; stereo image processing; traffic engineering computing; 3D coordinates; German accident scenarios; I2V communication unit; bird eye view; calibrated stereo system; cameras; communication infrastructure; computer based field of view modelling; cooperative multisensor network; fatal accident reduction; infrastructure perception system; injury reduction; laser scanners; lethal accidents; occlusion avoidance; public intersection; sensor data; sensor position selection; signal phase tapping; smart intersections; spatial alignment; temporal alignment; traffic safety applications; Accidents; Cameras; High definition video; Lasers; Roads; Spatial resolution; Vehicles;
Conference_Titel :
Intelligent Transportation Systems (ITSC), 2012 15th International IEEE Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4673-3064-0
Electronic_ISBN :
2153-0009
DOI :
10.1109/ITSC.2012.6338672