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Fuzzy behavior-based control for a task of three-link manipulator

机译:基于模糊行为的三连杆机械手任务控制

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Artificial intelligent robots use the subsumption architecture on an increasing level of competence behaviors in many applications due to the advantage of dividing the control system according to the task achieving behaviors. One important application for a mobile robot is to reach a target while avoiding obstacles based on fuzzy behavior-based control. Apart from the behavior-based approach, there are other applications where the manipulators need to avoid obstacles and track a given path, and they involve inverse kinematic techniques in controlling the system. We study a manipulator reaching a target while avoiding obstacles based on a fuzzy behavior-based control approach. An additional element is also combined with the controller to compensate the gravitational effect. Simulations were carried out for 3 initial conditions and the results show that the fuzzy behavior approach is suitable for controlling manipulators.
机译:由于根据任务实现行为划分控制系统的优势,因此,人工智能机器人在许多应用中都采用了服从架构来提高其行为能力。移动机器人的一个重要应用是基于基于模糊行为的控制,在避开障碍物的同时达到目标。除了基于行为的方法外,在其他一些应用中,操纵器还需要避开障碍物并跟踪给定的路径,并且它们还涉及逆运动学技术来控制系统。我们研究了一种基于模糊行为的控制方法,在避免障碍的同时达到目标的机械手。附加元件也与控制器组合在一起以补偿重力作用。对3个初始条件进行了仿真,结果表明模糊行为方法适合于控制机械手。

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