Title :
Self-organizing control framework for driverless vehicles
Author :
Mladenovic, Milos N. ; Abbas, Muhammad Muddassir
Author_Institution :
Virginia Polytech. Inst. & State Univ., Blacksburg, VA, USA
Abstract :
Development of in-vehicle computer and sensing technology, along with short-range vehicle-to-vehicle communication has provided technological potential for large-scale deployment of autonomous vehicles. The issue of intersection control for these future driverless vehicles is one of the emerging research issues. Contrary to some of the previous research approaches, this paper is proposing a paradigm shift based upon self-organizing and cooperative control framework. Distributed vehicle intelligence has been used to calculate each vehicle´s approaching velocity. The control mechanism has been developed in an agent-based environment. Self-organizing agent´s trajectory adjustment bases upon a proposed priority principle. Testing of the system has proved its safety, user comfort, and efficiency functional requirements. Several recommendations for further research are presented.
Keywords :
cooperative systems; mobile robots; road vehicles; self-adjusting systems; vehicular ad hoc networks; agent-based environment; autonomous vehicles; cooperative control framework; distributed vehicle intelligence; driverless vehicles; in-vehicle computer; intersection control; priority principle; self-organizing agent trajectory adjustment; self-organizing control framework; sensing technology; short-range vehicle-to-vehicle communication; Computational modeling; Delays; Safety; Testing; Trajectory; Vehicles;
Conference_Titel :
Intelligent Transportation Systems - (ITSC), 2013 16th International IEEE Conference on
Conference_Location :
The Hague
DOI :
10.1109/ITSC.2013.6728535