非完整车辆系统的群集运动控制

M. Abouheaf, W. Gueaieb
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引用次数: 3

摘要

非完整自主系统的应用,如智能汽车和轮式家用机器人,已经引起了科学界和工业界的广泛关注。这类系统在运动学和动力学上的非线性,为稳定其运动带来了许多挑战。针对一类非完整车辆,采用有界输入输出反馈线性化方法,提出了一种具有局部和团队控制目标的运动控制系统。团队控制目标包括使用平滑状态反馈控制律实现的导航控制系统,以及使用平滑位置相关邻接矩阵和通信图结构实现的同步控制系统。局部控制目标包含一个避碰方案,该方案使用扩展的Takagi-Sugeno-Kang模糊模型实现。通过10个差动驱动移动机器人的数值仿真,验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Flocking motion control for a system of nonholonomic vehicles
The applications of nonholonomic autonomous systems, such as smart cars and wheeled domestic robots, have gained much attention in the scientific and industrial communities. The non-linearities in the kinematics and dynamics of such systems pause many challenges in stabilizing their motion. In this paper, a motion control system with local and team control objectives is introduced for a flock of nonholonomic vehicles, using bounded input-output feedback linearization. The team control objectives include a navigational control system, which is implemented using smooth state feedback control laws, and a synchronization control system, which is implemented using a smooth position dependent adjacency matrix and communication graph structures. The local control objective involves a collision avoidance scheme, which is implemented using an extended Takagi-Sugeno-Kang fuzzy model. The proposed technique is successfully validated in a numerical simulation with 10 differentialdrive mobile robots.
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