Design and evaluation of a driver intent based mobile control interface for ground vehicles

被引:1
|
作者
Wang, Chengshi [1 ]
Alexander, Kim [2 ]
Pidgeon, Philip [2 ]
Wagner, John [3 ]
机构
[1] MathWorks Inc, Natick, MA 01760 USA
[2] Clemson Univ, Inst Global Rd Safety & Secur, Clemson, SC 29634 USA
[3] Clemson Univ, Dept Mech Engn, Clemson, SC 29634 USA
关键词
longitudinal and lateral dynamics; vehicle dynamics; nonlinear control; adaptive control; optimal control; state flow control; mobile control interface; portable HMI; emulated cellphone driving device; driver intent; human subject testing; ground vehicles; driver-by-wire; OPTIMAL PREVIEW CONTROL; LATERAL CONTROL;
D O I
10.1504/IJVD.2023.133260
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Drive-by-wire technologies have greatly expanded mobility options for diverse drivers. This study presents a cellphone-inspired portable human-machine-interface (HMI) that integrates directional control, brake, and throttle functionality into a single holistic device. A nonlinear adaptive control technique and an optimal control approach based on driver intent are proposed for combined longitudinal and lateral vehicle guidance. Designed to assist disabled drivers by minimising arm and leg movements, the device was tested in a driving simulator platform. Human subjects evaluated the mechatronic system through obstacle avoidance and city road driving tests, with a conventional steering wheel and pedals used for comparison. Results show that the mobile driving interface with the proposed control scheme improved driver performance by up to 55.8% compared to traditional driving systems during aggressive manoeuvres. The system's superior performance during certain vehicle manoeuvres and participants approval implies its potential as an alternative driving adaptation for disabled drivers.
引用
收藏
页码:42 / 70
页数:30
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