Title :
A unified framework of the automated lane centering/changing control for motion smoothness adaptation
Author :
Jin-Woo Lee ; Litkouhi, Bakhtiar
Author_Institution :
R&D, Electr. & Controls Integration Lab., Gen. Motors, Warren, MI, USA
Abstract :
This paper describes an automated lane centering/changing control algorithm that was developed at General Motors Research and Development. Over the past few decades, there have been numerous studies in the autonomous vehicle motion control. These studies typically focused on improving the control accuracy of the autonomous driving vehicles. In addition to the control accuracy, driver/passenger comfort is also an important performance measure of the system. As an extension of authors´ prior study, this paper further considers vehicle motion control to provide driver/passenger comfort based on the adjustment of the lane change maneuvering time in various traffic situations. While defining the driver/passenger comfort level is a human factor study topic, this paper proposes a framework to integrate the motion smoothness into the existing lane centering/changing control problem. The proposed algorithm is capable of providing smooth and aggressive lane change maneuvers according to traffic situation and driver preference. Several simulation results as well as on-road vehicle test results confirm the effectiveness of the proposed algorithm.
Keywords :
human factors; mobile robots; motion control; road traffic control; road vehicles; General Motors Research and Development; automated lane centering/changing control; autonomous driving vehicle; autonomous vehicle motion control; control accuracy; driver preference; driver/passenger comfort level; human factor; lane change maneuvering time; motion smoothness adaptation; on-road vehicle test; traffic situation; Acceleration; Equations; Human factors; Mathematical model; Motion control; Roads; 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.2012.6338738