基于模糊逻辑的机械臂避障路径规划策略

Yanjie Chen, Yaonan Wang, Xiao Yu
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引用次数: 11

摘要

针对固定式机械臂工作的仿真环境条件具有特殊性和不可预测性的特点,提出了一种基于模糊逻辑的机械臂路径规划策略。首先,考虑到在机器人手臂系统前面设置了一个简单的工作平台,它会成为机器人工作时的障碍。其次,设计避障路径规划策略,利用机械臂末端坐标实现闭环控制;此外,应用模糊控制理论设计了模糊路径规划控制器,并引入危险标志进行避障。最后,对一种固定底座的双关节机械臂进行了仿真实验。结果表明了所提出的路径规划策略的可行性和安全性。
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Obstacle avoidance path planning strategy for robot arm based on fuzzy logic
In this paper, a novel path planning strategy based on fuzzy logic for a robot arm with a fixed pedestal is proposed, and the simulation environment conditions in which the robot arm works are specific and unpredictable. First, considering a simple working platform set in front of the robot arm system, it will become an obstacle when robot is working. Second, an obstacle avoidance path planning strategy is designed and the coordinates of robot arm end are used to achieve close-loop control. In addition, fuzzy control theory is applied to design a fuzzy path planning controller, and a dangerous sign is introduced to avoid obstacle. Finally, the experiments simulated on a two-joint robot arm with a fixed pedestal is given. The results show the feasibility and safety of the proposed path planning strategy.
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