Title :
Modeling of range sensing and object detection, for vehicle active safety
Author :
Deng, Weiwen ; Dai, Junhong ; Zhao, Qingrong ; Litkouhi, Bakhtiar ; Moshchuk, Nikolai ; Nisonger, Robert
Author_Institution :
Gen. Motors Co., Warren, MI, USA
Abstract :
This paper presents a generic range sensing model and method for object detection in 3D space. Due to the complexity and stochastic nature of the physics involved, modeling the physics of sensor and sensing is often very difficult, if not impossible, in particular under unstructured environments. This paper presents a geometric approach that provides an abstraction on the functions of range sensing and objects detection. This is to enable modeling and simulation of vehicle interactions among one another under traffic and with surrounding environment for research and development, early testing and verification of many active safety, driver-assistance and sensor-guided autonomous driving features and functions.
Keywords :
computational geometry; object detection; road safety; road traffic; road vehicles; sensors; stochastic processes; 3D space; generic range sensing model; geometric-based approach; object detection; road traffic; sensor-guided autonomous driving feature; stochastic nature; vehicle active safety; vehicle interaction simulation; Mobile robots; Object detection; Physics; Remotely operated vehicles; Research and development; Stochastic processes; Traffic control; Vehicle detection; Vehicle driving; Vehicle safety; modeling and simulation; object detection; range sensing; vehicle active safety;
Conference_Titel :
Intelligent Transportation Systems, 2009. ITSC '09. 12th International IEEE Conference on
Conference_Location :
St. Louis, MO
Print_ISBN :
978-1-4244-5519-5
Electronic_ISBN :
978-1-4244-5520-1
DOI :
10.1109/ITSC.2009.5309861