XK-III:具有冗余自由度的球形机器人

IF 3.1 4区 计算机科学 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Journal of Intelligent & Robotic Systems Pub Date : 2024-07-11 DOI:10.1007/s10846-024-02121-3
Rui Lin, Jianwen Huo, Xin Yang, Qiguan Wang, Ruilin Yang, Jinfei Xu
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引用次数: 0

摘要

球形机器人 XK-III 采用冗余自由度设计,通过增强移动性和环境适应性,解决了现有摆式球形机器人结构的局限性。为 XK-III 的新型驱动结构开发了一个非线性动态模型,以及一个非线性扰动观测器 (NDOB),以减轻扰动。此外,还实施了模糊 PID 控制器 (FPID),以进一步提高 XK-III 的环境适应性。实验结果证实了新设计的有效性,表明配备了 FPID 和 NDOB 的 XK-III 在抗干扰能力方面优于传统控制系统。这项研究为在复杂环境中使用球形机器人提供了宝贵的见解。
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XK-III: A Spherical Robot with Redundant Degrees of Freedom

The spherical robot XK-III, designed with redundant degrees of freedom, addresses the limitations of existing pendulum spherical robot structures by enhancing mobility and environmental adaptability. A nonlinear dynamic model is developed for XK-III’s new drive structure, along with a nonlinear disturbance observer (NDOB) to mitigate perturbations. Additionally, a Fuzzy PID controller (FPID) is implemented to further enhance XK-III’s environmental adaptability. Experimental results confirm the effectiveness of the new design, showing that XK-III equipped with FPID and NDOB outperforms traditional control systems in terms of anti-disturbance capabilities. This research provides valuable insights for the use of spherical robots in complex environments.

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来源期刊
Journal of Intelligent & Robotic Systems
Journal of Intelligent & Robotic Systems 工程技术-机器人学
CiteScore
7.00
自引率
9.10%
发文量
219
审稿时长
6 months
期刊介绍: The Journal of Intelligent and Robotic Systems bridges the gap between theory and practice in all areas of intelligent systems and robotics. It publishes original, peer reviewed contributions from initial concept and theory to prototyping to final product development and commercialization. On the theoretical side, the journal features papers focusing on intelligent systems engineering, distributed intelligence systems, multi-level systems, intelligent control, multi-robot systems, cooperation and coordination of unmanned vehicle systems, etc. On the application side, the journal emphasizes autonomous systems, industrial robotic systems, multi-robot systems, aerial vehicles, mobile robot platforms, underwater robots, sensors, sensor-fusion, and sensor-based control. Readers will also find papers on real applications of intelligent and robotic systems (e.g., mechatronics, manufacturing, biomedical, underwater, humanoid, mobile/legged robot and space applications, etc.).
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