关于六足动物机器人通向步态切换和态度控制的研究
Min Yue1, Xiaoyun Jiang1, Liqiang Zhang1
1School of Mechanical and Automotive Engineering, Shanghai University of Engineering Science, Shanghai 201620, China.
Biomimetics (Basel, Switzerland)
|December 27, 2024
概括
这项研究引入了六足动物机器人的新控制策略,增强了实时步态切换和稳定性. 该方法提高了精确的轨迹控制和复杂环境中的动态稳定性.
科学领域:
- 机器人技术 机器人技术 机器人技术
- 控制系统 控制系统
- 人工智能的人工智能
背景情况:
- 六足脚机器人面临着实时步态切换和精确轨迹控制的挑战,特别是在有限的运动条件下.
- 现有的方法在步态转变和精确的路径跟踪过程中难以保持稳定.
研究的目的:
- 为六足动物机器人开发一种新的实时重新规划步态切换控制策略.
- 为了提高六足动物机器人的稳定性和轨迹控制能力,在复杂的环境中.
- 解决步伐和方向盘的局限性,以改善机器人运动.
主要方法:
- 使用德纳维特-哈顿伯格 (D-H) 分析开发了一种六足动物机器人运动模型.
- 实现了实时重新规划的步态切换策略,使用全向步态和模糊推理.
- 应用了一个单个神经元自适应比例积分导数 (PID) 控制器来调整态度.
主要成果:
- 拟议的策略使得六足动物机器人能够无地实时切换步态.
- 在有限的步伐和转向条件下实现精确的轨迹控制.
- 显著提高了六足动物机器人在复杂地形中的动态稳定性和适应性.
结论:
- 新的控制策略有效地提高了六足动物机器人的稳定性和控制性.
- 全方位步行,模糊推理和自适应PID控制的综合方法为机器人机动提供了强大的解决方案.
- 这项研究有助于提高六足动物机器人在充满挑战和动态的环境中驾驶的能力.
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