一种稳定姿态行走的四足机器人虚拟力矩控制方法
A Virtual Torque Control Method for Stable Posture Walking in Quadruped Robots
摘要: 文章针对四足机器人在trot步态下如何进行稳定行走这一问题,提出了一种用于四足机器人稳定姿态行走的虚拟力矩控制方法。首先,对四足机器人进行运动学分析并用MATLAB工具箱和Simulink进行仿真验证。之后,用五次多项式来规划足端轨迹并利用蒙特卡洛法和MATLAB工具箱联合选出符合四足机器人行走的步高和步长。再次,将姿态控制策略和虚拟力矩控制策略分别运用到四足机器人的整体结构中和关节角上。最后仿真表明,与开环控制策略相比,本文采用的控制策略使四足机器人在trot步态行走中的俯仰角、横滚角和航偏角的变化范围进一步缩小,稳定性提高明显。
Abstract: This study presents a virtual torque control approach for the stable gait locomotion of a quadruped robot in trotting motion. The investigation commences with a kinematic analysis of the quadruped robot, which is subsequently validated through simulations utilizing MATLAB toolboxes and the Simulink environment. Thereafter, a quintic polynomial is applied to chart the trajectory of the robot’s feet, and the step height and length appropriate for the quadruped robot’s ambulation are determined through an integration of the Monte Carlo method with MATLAB toolboxes. Subsequently, posture control algorithms and virtual torque control algorithms are integrated into the robot’s overall mechanical structure and joint angles, respectively. Ultimately, the simulation outcomes demonstrate that, in comparison with open-loop control strategies, the control strategy implemented in this research substantially diminishes the fluctuation scope of the robot’s pitch, roll, and yaw angles during trotting gait, leading to a significant improvement in stability.
文章引用:靳小龙, 周孟成. 一种稳定姿态行走的四足机器人虚拟力矩控制方法[J]. 建模与仿真, 2024, 13(6): 6552-6567. https://doi.org/10.12677/mos.2024.136598

参考文献

[1] 朱秋国. 浅谈四足机器人的发展历史、现状与未来[J]. 杭州科技, 2017(2): 47-50.
[2] 谭民, 王硕. 机器人技术研究进展[J]. 自动化学报, 2013, 39(7): 963-972.
[3] 谭小群, 李军, 赵茜. 四足机器人仿生机构模型及腿系参数优化[J]. 组合机床与自动化加工技术, 2008(12): 21-24.
[4] Ren, H., Li, Q., Liu, B. and Dou, Z. (2018) Design and Optimization of an Elastic Linkage Quadruped Robot Based on Workspace and Tracking Error. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 232, 4152-4166. [Google Scholar] [CrossRef
[5] Jatsun, S.F. and Soe, Y.N. (2018) Kinematic and Jacobian Analysis Approach for the Four-Legged Robot. Proceedings of the Southwest State University, 22, 32-41. [Google Scholar] [CrossRef
[6] Phunopas, A. and Hayashi, E. (2018) A Four-Legged Robot’s Soft Feet Structural Design and Walking Gait Generated from Inverse Kinematics. Journal of Robotics, Networking and Artificial Life, 5, 161. [Google Scholar] [CrossRef
[7] Singh, S. and Dutta, A. (2023) Gait Planning and Optimization of an 18 DOF Quadruped Robot with Compliant Shanks. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 238, 2294-2307. [Google Scholar] [CrossRef
[8] 陈海强. 新型仿生四足机器人结构设计及步态规划[D]: [硕士学位论文]. 福州: 福州大学, 2021.
[9] 刘志国. 四足巡检机器人步态规划及摩擦补偿控制研究[D]: [硕士学位论文]. 北京: 北京石油化工学院, 2023.
[10] 周孟成, 靳小龙. 基于模糊滑模切换增益的六自由度机械臂轨迹跟踪控制[J/OL]. 重庆工商大学学报(自然科学版), 2024: 1-9.
http://kns.cnki.net/kcms/detail/50.1155.n.20240914.1602.005.html, 2024-09-18.
[11] 李龙坤, 方鸿磊. 基于Trot步态的四足机器人行走姿态控制策略[J/OL]. 重庆工商大学学报(自然科学版), 2024: 1-9.
http://kns.cnki.net/kcms/detail/50.1155.N.20231103.1529.004.html, 2024-09-18.
[12] Xu, Y. and Li, G. (2019) Optimal and Robust Interference Efficiency Maximization for Multicell Heterogeneous Networks. IEEE Access, 7, 102406-102416. [Google Scholar] [CrossRef
[13] Gong, C., Fang, H., Yuan, L. and Zhang, N. (2024) A Composite Motion Control Method for Quadruped Robots in Trot Gait. Journal of Vibration and Control. [Google Scholar] [CrossRef