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首页> 外文期刊>Advanced Robotics: The International Journal of the Robotics Society of Japan >Fuzzy control-based real-time robust balance for a humanoid robot
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Fuzzy control-based real-time robust balance for a humanoid robot

机译:基于模糊控制的仿人机器人实时鲁棒平衡

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摘要

This paper studies and implements a real-time robust balance control for a humanoid robot under three environment disturbances which are an external thrust, an inclinable platform, and a see-saw. More precisely to say, the robot with robust control can resist an external thrust, stand on a two-axis inclinable platform, or walk on a see-saw successfully. The main feature of the robot is that it has a waist joint which has three degrees of freedom. With the aids of the proposed fuzzy controllers, the robot can change the posture of the body nimbly by adjusting the waist joint and two ankle joints to strengthen the stabilization capacity. The sensory system of the robot includes eight force sensors and one inertial measurement unit sensor in order to measure the center of pressure and the slant angle of the robot's body. According to the measured data from the sensors and by imitating human reflex actions, the proposed fuzzy controllers perform real-time balance control for the robot under three environment disturbances. According to the experiment results, the stability of the robot is increased at least 32.2 and 61.7% under the first two environment disturbances, respectively. In addition, the robot walking on a see-saw has a success rate of about 95%.
机译:本文研究并实现了在三种环境干扰(即外部推力,可倾斜平台和跷跷板)下的类人机器人实时鲁棒平衡控制。更准确地说,具有鲁棒控制的机器人可以抵抗外部推力,站在两轴倾斜平台上或成功在跷跷板上行走。该机器人的主要特征是它的腰部关节具有三个自由度。借助提出的模糊控制器,机器人可以通过调节腰部关节和两个踝关节来灵活​​地改变身体的姿势,从而增强稳定能力。机器人的传感系统包括八个力传感器和一个惯性测量单元传感器,以便测量机器人身体的压力中心和倾斜角。根据来自传感器的测量数据并通过模仿人体反射动作,所提出的模糊控制器在三种环境干扰下对机器人进行实时平衡控制。根据实验结果,在前两个环境干扰下,机器人的稳定性分别提高了至少32.2和61.7%。此外,在跷跷板上行走的机器人的成功率约为95%。

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