论文信息 - Extending Onboard Sensor Information by Wireless Communication

Extending Onboard Sensor Information by Wireless Communication

New algorithms for the integration of data, which is obtained by wireless communication, in an onboard sensor based vehicle environment model are introduced. The system receives the dynamic state and additional information of objects via wireless communication with latency. The dynamic state is filtered and predicted to the current time. Afterwards, a track-to-track fusion of received objects and objects, which are measured by onboard sensors, is performed. This association is based on the object's position, orientation, velocity as well as the object's history. In addition, the probability of an unmeasured object is considered. The complete system is evaluated with ground truth data.

K.C.J. Dietmayer | S. Wender | K. Dietmayer | S. Wender

[1] Yakov Bar-Shalom,et al. Multitarget-Multisensor Tracking: Principles and Techniques , 1995 .

[2] T Kosch,et al. SHORT RANGE WIRELESS COMMUNICATION FOR INTERSECTION ASSISTANCE: THE INTERSAFE SYSTEM , 2006 .

[3] Han-Shue Tan,et al. DGPS-Based Vehicle-to-Vehicle Cooperative Collision Warning: Engineering Feasibility Viewpoints , 2006, IEEE Transactions on Intelligent Transportation Systems.

[4] Klaus Dietmayer,et al. Object Classification exploiting High Level Maps of Intersections , 2006 .

[5] Yaakov Bar-Shalom,et al. Estimation and Tracking: Principles, Techniques, and Software , 1993 .

[6] S. Tsugawa,et al. Inter-vehicle communications and their applications to intelligent vehicles: an overview , 2002, Intelligent Vehicle Symposium, 2002. IEEE.