DocumentCode :
174279
Title :
Steering driver assistance system: A systematic cooperative shared control design approach
Author :
Flad, Michael ; Otten, Jonas ; Schwab, Stefan ; Hohmann, Soren
Author_Institution :
Inst. of Control Syst., Karlsruhe Inst. of Technol., Karlsruhe, Germany
fYear :
2014
fDate :
5-8 Oct. 2014
Firstpage :
3585
Lastpage :
3592
Abstract :
Several publications have shown that it is beneficial to design a driver assistance system using a shared control structure. For the steering task this structure can be realized with a setup in which driver and automation can apply a torque on the steering wheel in parallel. Thereby both, driver and assistance system, interact with the vehicle and each other over the haptical channel. In the system the driver is given and cannot be changed. The question is how to design the assistance system controller as an ideal complement to the driver. In this paper a formal design concept is applied to this problem which utilizes the fact that adding a controller to the overall system has to lead to a Nash equilibrium. Remaining degrees of freedom are used to optimize the designed controller with respect to a global objective function that specifies overall system performance. We refer the concept as “cooperative shared control design”. For the concept driver and vehicle are modeled as a differential game. We show systematically that this concept can be used to determine the optimal assistance system if the driver characteristics are known. Simulations prove the applicability of this concept.
Keywords :
cooperative systems; differential games; road traffic control; steering systems; Nash equilibrium; differential game; formal design concept; global objective function; steering driver assistance system; systematic cooperative shared control design; Games; Linear programming; Nash equilibrium; Torque; Trajectory; Vehicles; Wheels; Shared control; controller design; differential game; game theory; vehicle steering;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location :
San Diego, CA
Type :
conf
DOI :
10.1109/SMC.2014.6974486
Filename :
6974486
Link To Document :
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