TY - JOUR
T1 - A passenger comfort controller for an autonomous ground vehicle
AU - Whitsitt, Sean
AU - Sprinkle, Jonathan
N1 - Funding Information:
ACKNOWLEDGMENTS This work is supported by the National Science Foundation under award CNS-0930919, titled “Physical Modeling and Software Synthesis for Self-Reconfigurable Sensors in River Environments.”
Publisher Copyright:
© 2012 IEEE.
PY - 2012
Y1 - 2012
N2 - Trajectory-following controllers for autonomous ground vehicles must carefully consider the possibility of vehicle instability. Previous approaches have provided a reference velocity along with a trajectory to follow, and a supervisory controller selects low velocity if turns are anticipated. However, such an approach is not robust across different vehicle platforms, and does not take into account passenger comfort. This paper provides a controller and design methodology to couple an existing trajectory controller with a speed limiting controller, where the speed-limiting controller is created based on user driving data. The result is a controller that can be optimized using a set of linearized controllers, and which is also demonstrated to remain below the velocity/turnrate thresholds established by human drivers: a conservative approximation for stability thresholds to prevent rollovers and skidding. Analysis is performed on data gathered using velocities between 0-18 m/s gathered in driving on surface streets as well as maneuvers in an open area, to demonstrate the validity of the thresholds in various conditions.
AB - Trajectory-following controllers for autonomous ground vehicles must carefully consider the possibility of vehicle instability. Previous approaches have provided a reference velocity along with a trajectory to follow, and a supervisory controller selects low velocity if turns are anticipated. However, such an approach is not robust across different vehicle platforms, and does not take into account passenger comfort. This paper provides a controller and design methodology to couple an existing trajectory controller with a speed limiting controller, where the speed-limiting controller is created based on user driving data. The result is a controller that can be optimized using a set of linearized controllers, and which is also demonstrated to remain below the velocity/turnrate thresholds established by human drivers: a conservative approximation for stability thresholds to prevent rollovers and skidding. Analysis is performed on data gathered using velocities between 0-18 m/s gathered in driving on surface streets as well as maneuvers in an open area, to demonstrate the validity of the thresholds in various conditions.
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U2 - 10.1109/CDC.2012.6426049
DO - 10.1109/CDC.2012.6426049
M3 - Conference article
AN - SCOPUS:85093201838
SN - 0743-1546
SP - 3380
EP - 3385
JO - Proceedings of the IEEE Conference on Decision and Control
JF - Proceedings of the IEEE Conference on Decision and Control
M1 - 6426049
T2 - 51st IEEE Conference on Decision and Control, CDC 2012
Y2 - 10 December 2012 through 13 December 2012
ER -