This paper addresses the trajectory tracking problem of an autonomous tractor-trailer system by using a fast distributed nonlinear model predictive control algorithm in combination with nonlinear moving horizon estimation for the state and parameter estimation in which constraints on the inputs and the states can be incorporated. The proposed control algorithm is capable of driving the tractor-trailer system to any desired trajectory ensuring high control accuracy and robustness against environmental disturbances.
翻译:本文通过使用快速分布的非线性模型预测控制算法,结合非线性移动地平线对州和参数估计的估算,处理自动拖拉机-拖拉机系统的轨迹跟踪问题。 拟议的控制算法能够将拖拉机-拖拉机系统推向任何理想的轨迹,确保高控制准确性和抵御环境干扰的稳健性。