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Adaptive Omni-directional Walking Method with Fuzzy Interpolation for Biped Robots

机译:具有混淆机器人模糊插值的自适应全方位步行方法

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摘要

Omni-directional walking is an important part for biped robots. Whereas, the problems of complex model, low stability, low flexibility, etc., existing in walking planning of biped robots, attract interests of many researchers. This paper proposes an adaptive omni-directional walking method with fuzzy interpolation (OW-FI) applied to a fast-stable omni-directional walking. A new separated omni-directional walking method consisting of straight walking, based on the improve Hermite interpolation, and rotation is designed to simplify the walking model and achieve a good key frame data selection. The mapping relationship between poses and actuators’ angular speeds is then constructed by walking transforming model based on kinematics. In order to implement a stable and adaptive walking, a fuzzy approach to walking parameters adjustment is presented, where the step length and rotational speed of omni-directional walking are controlled fuzzily. The results of simulations and experiments demonstrate that the proposed method has better properties in adaptability and stability than the competing methods.
机译:全方位行走是双足机器人的重要组成部分。然而,复杂的模型,低稳定性,灵活性低,等等,在现有的双足机器人步行规划问题,吸引了众多研究者的兴趣。本文提出了一种自适应全向行走方法与模糊插值(OW-​​FI)施加到快速稳定全方向行走。一种新的分离的全向行走方法由直线行走的基础上,提高Hermite插值,和旋转的目的是简化的行走模式,实现了良好的关键帧数据选择。姿势和促动器的角速度之间的映射关系,然后通过行走变换模型基于运动学构造。为了实现稳定的和自适应行走,模糊方法来行走参数调整被呈现,其中全向行走的步长和转速是模糊控制。仿真和实验结果表明,该方法具有适应性和稳定性比与之竞争的方法更好的性能。

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