首页> 外文期刊>International Journal of Robotics & Automation >COMPLIANCE CONTROL OF A LEGGED ROBOT BASED ON IMPROVED ADAPTIVE CONTROL: METHOD AND EXPERIMENTS
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COMPLIANCE CONTROL OF A LEGGED ROBOT BASED ON IMPROVED ADAPTIVE CONTROL: METHOD AND EXPERIMENTS

机译:基于改进的自适应控制的无腿机器人合规控制:方法与实验

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摘要

For the purpose of impact reduction and stable walking of a hexapod robot under different environments, a control strategy based on the improved adaptive control algorithm is proposed. According to the model of robot structure and impedance control, a fuzzy control scheme is utilized for parameters adjustment of adaptive control. With a real-time error regulator, a fast response of system can be achieved. Comparative analysis and a series of experiments for improved compliance control method are proposed in different circumstances and presence of disturbs. The results show that expected force can be tracked quickly in complex environments, as well as smaller contact shocking and body height fluctuations are obtained, which makes foot force regulating speed of the legs be more balance and decreases instability risk of the whole system. With this characteristic, foot slipping in soft terrains can be avoided. This means the proposed strategy has great benefit for the adaptability and robustness of the hexapod walking robot in complex environment.
机译:为了减少六足机器人在不同环境下的撞击和稳定行走,提出了一种基于改进的自适应控制算法的控制策略。根据机器人结构和阻抗控制的模型,采用模糊控制方案进行自适应控制的参数调整。使用实时误差调节器,可以实现系统的快速响应。提出了在不同情况下和存在干扰的情况下的对比分析和一系列改进一致性控制方法的实验。结果表明,在复杂环境下,可以快速跟踪预期的作用力,并且接触冲击小,身高波动小,使脚的脚力调节速度更加平衡,降低了整个系统的不稳定风险。有了这个特性,就可以避免在软弱的地形中踩脚。这意味着所提出的策略对于六足步行机器人在复杂环境中的适应性和鲁棒性有很大的好处。

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