论文标题
设计和实现非卫生移动机器人的时变形成领导者的配置,以进行模糊自适应控制器
Design and Implementation of a Fuzzy Adaptive Controller for Time-Varying Formation Leader-Follower Configuration of Nonholonomic Mobile Robots
论文作者
论文摘要
在本文中,考虑了基于轨迹跟踪控制策略的非独立移动机器人的随时间变化的领导者形成控制。在时间变化的形成中,每个追随者的相对轴承和距离是可变参数,因此,即使不改变Leader机器人的线性和角度速度,关注者也可以执行各种复杂的行为。在提出了随时间变化的领导者形成的运动学模型之后,利用了反向替换控制方法来保持定义的形成的结构。使用Lyapunov定理研究了地层的全球稳定性。此外,设计的非线性控制器在编队开始时遭受了无效的大输入命令。为了纠正此问题,提出了模糊自适应算法来改善后替台控制器,并保证了所得模糊的自适应后替态控制器的全局稳定性。考虑到领导者 - 追随者形成和控制器设计程序运动学模型中相对距离和轴承的速率变化,使得在动态和混乱环境中更实用,并能够为关注者定义复杂的行为,并在不切换不同控制策略之间的情况下避免碰撞和障碍物。最后,通过模拟和实验研究研究了提出的运动学模型和设计控制器的性能。
In this paper, a time-varying leader-follower formation control of nonholonomic mobile robots based on a trajectory tracking control strategy is considered. In the time-varying formation, the relative bearing and distance of each follower are variable parameters, and therefore, the followers can carry out various and complex behaviour even without changing the linear and angular velocities of the leader robot. After proposing the kinematic model of the time-varying leader-follower formation, the backstepping control method is exploited to keep the structure of the defined formation. The global stability of the formation is investigated using the Lyapunov theorem. Moreover, the designed nonlinear controller suffers from the ineffectual large input commands at the beginning of the formation. To rectify this problem, a fuzzy adaptive algorithm is proposed to improve the backstepping controller and the global stability of the resulting fuzzy adaptive backstepping controller is guaranteed. Considering the rate change of relative distance and bearing in the kinematic model of the leader-follower formation and controller design procedure, makes the formation more practical in dynamic and clutter environments, as well as capable of defining complicated behaviour for followers, and provides crash and obstacle avoidance without switching between different control strategies. Finally, the performance of the proposed kinematics model and designed controllers are investigated through simulations and experimental studies.