Nonlinear damping in vehicle lateral control: theory and experiment

C. Chen, J. Guldner, I. Kanellakopoulos, M. Tomizuka
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引用次数: 16

Abstract

The sensor and actuator limits in real-world control systems imposes unavoidable tradeoffs between performance and the size of the operating region. When linear control design techniques are used, these limits are either neglected or accounted for by lowering the gains of the controller. The former results in severe reduction of the operating region, while the latter yields low performance. These tradeoffs can often be mitigated by using a nonlinear control strategy, in which nonlinear terms are intentionally introduced in order to implement different design objectives in different operating regions. In this paper, nonlinear damping is utilized as a design tool in lateral control of automated vehicles. Design considerations of the vehicle lateral controller include lateral tracking errors, passenger ride quality and reference/sensing system characteristics. It is shown that the intentionally introduced nonlinear damping term in the feedback loop possesses several favorable design features in the lateral control system. Experimental results using a full scale automated vehicle show that passenger comfort can be enhanced for small errors by significantly reducing the original controller gains, while at the same time achieving the same level of maximum lateral tracking errors.
车辆横向控制中的非线性阻尼:理论与实验
传感器和执行器的限制在现实世界的控制系统强加了不可避免的权衡之间的性能和操作区域的大小。当使用线性控制设计技术时,这些限制要么被忽略,要么通过降低控制器的增益来解释。前者导致操作区域严重减少,而后者则导致性能低下。这些权衡通常可以通过使用非线性控制策略来减轻,其中有意引入非线性项,以便在不同的操作区域实现不同的设计目标。本文将非线性阻尼作为自动驾驶车辆横向控制的设计工具。车辆横向控制器的设计考虑包括横向跟踪误差、乘客乘坐质量和参考/传感系统特性。结果表明,在反馈回路中有意引入的非线性阻尼项在横向控制系统中具有几个有利的设计特征。全尺寸自动驾驶车辆的实验结果表明,通过显著降低原始控制器增益,可以在实现相同水平的最大横向跟踪误差的同时,在较小误差的情况下提高乘客的舒适度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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