REAL-TIME TELEOPERATION CONTROL SYSTEM FOR AUTONOMOUS VEHICLE

被引:0
|
作者
Ding, Ning [1 ]
Eskandarian, Azim [2 ]
机构
[1] Virginia Polytech Inst & State Univ, Blacksburg, VA 24061 USA
[2] Virginia Commonwealth Univ, Richmond, VA 23284 USA
来源
IFAC PAPERSONLINE | 2024年 / 58卷 / 10期
关键词
Teleoperation; Autonomous Vehicle; Wave Variable Approach; Radial Basis Function Network; Longitudinal Control; Lateral Control;
D O I
10.1016/j.ifacol.2024.07.335
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In recent years, there has been a significant surge of interest among autonomous vehicle (AV) companies and researchers in integrating teleoperation as a fallback method. However, it's crucial to acknowledge the limited focus on real-time teleoperation control, particularly in addressing issues related to signal latency and uncertainties in the vehicle's nonlinear dynamics To address this gap, we've developed a teleoperation system that empowers operators to control the vehicle remotely directly. This system utilizes the wave variable approach for communication to mitigate signal latency effects. It utilizes Radial Basis Function Networks (RBFN) to handle uncertainties in the vehicle's nonlinear dynamics We conducted simulations to assess the effectiveness of our approach, revealing enhanced capability for the AV to adhere to operators' desired trajectories. Copyright (c) 2024 The Authors.
引用
收藏
页码:168 / 175
页数:8
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