Communication and Interaction With Semiautonomous Ground Vehicles by Force Control Steering

被引:26
作者
Martinez-Garcia, Miguel [1 ]
Kalawsky, Roy S. [2 ]
Gordon, Timothy [3 ]
Smith, Tim [3 ]
Meng, Qinggang [4 ]
Flemisch, Frank [5 ,6 ]
机构
[1] Loughborough Univ, Dept Aeronaut & Automot Engn, Loughborough LE11 3TU, Leics, England
[2] Loughborough Univ, Adv Virtual Real Res Ctr, Wolfson Sch Mech Elect & Mfg Engn, Loughborough LE11 3TU, Leics, England
[3] Univ Lincoln, Sch Engn, Lincoln LN6 7TS, England
[4] Loughborough Univ, Dept Comp Sci, Loughborough LE11 3TU, Leics, England
[5] Fraunhofer Inst Commun Informat Proc & Ergon FKIE, Dept Ergon, D-53343 Wachtberg, Germany
[6] Fraunhofer Inst Commun Informat Proc & Ergon FKIE, Human Machine Syst Res Area, D-53343 Wachtberg, Germany
关键词
Cybernetics; ground vehicle automation; haptics; human-machine integration; steer-by-wire (SBW); steering control; PERCEPTION; VIBRATION; MODEL;
D O I
10.1109/TCYB.2020.3020217
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
While full automation of road vehicles remains a future goal, shared-control and semiautonomous driving-involving transitions of control between the human and the machine-are more feasible objectives in the near term. These alternative driving modes will benefit from new research toward novel steering control devices, more suitably where machine intelligence only partially controls the vehicle. In this article, it is proposed that when the human shares the control of a vehicle with an autonomous or semiautonomous system, a force control, or nondisplacement steering wheel (i.e., a steering wheel which does not rotate but detects the applied torque by the human driver) can be advantageous under certain schemes: tight rein or loose rein modes according to the H-metaphor. We support this proposition with the first experiments to the best of our knowledge, in which human participants drove in a simulated road scene with a force control steering wheel (FCSW). The experiments exhibited that humans can adapt promptly to force control steering and are able to control the vehicle smoothly. Different transfer functions are tested, which translate the applied torque at the FCSW to the steering angle at the wheels of the vehicle; it is shown that fractional order transfer functions increment steering stability and control accuracy when using a force control device. The transition of control experiments is also performed with both: a conventional and an FCSW. This prototypical steering system can be realized via steer-by-wire controls, which are already incorporated in commercially available vehicles.
引用
收藏
页码:3913 / 3924
页数:12
相关论文
共 45 条
[1]   A Topology of Shared Control Systems-Finding Common Ground in Diversity [J].
Abbink, David A. ;
Carlson, Tom ;
Mulder, Mark ;
de Winter, Joost C. F. ;
Aminravan, Farzad ;
Gibo, Tricia L. ;
Boer, Erwin R. .
IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 2018, 48 (05) :509-525
[2]   Haptic shared control: smoothly shifting control authority? [J].
Abbink, David A. ;
Mulder, Mark ;
Boer, Erwin R. .
COGNITION TECHNOLOGY & WORK, 2012, 14 (01) :19-28
[3]  
Abe M., 2015, Vehicle Handling Dynamics: Theory and Application
[4]  
Andonian B., 2003, SAE T, P1
[5]  
[Anonymous], 2003, NASATM2003212672 NAS
[6]  
[Anonymous], 1985, Human behavior traffic safety, DOI [10.1007/978-1-4613-2173-619, DOI 10.1007/978-1-4613-2173-6_19]
[7]  
Barrett R.C., 1995, Proceedings of the Conference companion on Human factors in computing systems, P316
[8]   A DESIGN PHILOSOPHY FOR MAN-MACHINE CONTROL SYSTEMS [J].
BIRMINGHAM, HP ;
TAYLOR, FV .
PROCEEDINGS OF THE INSTITUTE OF RADIO ENGINEERS, 1954, 42 (12) :1748-1758
[9]   Rubber hands 'feel' touch that eyes see [J].
Botvinick, M ;
Cohen, J .
NATURE, 1998, 391 (6669) :756-756
[10]   The central nervous system stabilizes unstable dynamics by learning optimal impedance [J].
Burdet, E ;
Osu, R ;
Franklin, DW ;
Milner, TE ;
Kawato, M .
NATURE, 2001, 414 (6862) :446-449