控制系统架构对移动机器人的稳定性和性能的影响
Maciej Salwa1, Izabela Krzysztofik1
1Faculty of Mechatronics and Mechanical Engineering, Kielce University of Technology, Aleja Tysiąclecia Państwa Polskiego 7, 25-314 Kielce, Poland.
Sensors (Basel, Switzerland)
|December 11, 2025
概括
移动机器人控制质量通过优化的嵌入式控制架构显著提高,而不仅仅是控制器调整. 高效的硬件和软件资源管理是实现现实系统中更好的监管性能的关键.
科学领域:
- 机器人技术 机器人技术 机器人技术
- 控制系统工程 控制系统工程
- 嵌入式系统 嵌入式系统
背景情况:
- 移动机器人控制质量对于现实应用至关重要.
- 现有的研究往往侧重于控制器调整,忽视了建筑影响.
- 弥合模拟和现实世界性能之间的差距需要了解系统架构.
研究的目的:
- 分析移动机器人控制架构对监管质量的影响.
- 评估特定架构改进对系统性能的影响.
- 展示嵌入式控制架构对现实世界机器人系统的可测量影响.
主要方法:
- 在连续的建筑改进阶段对控制质量的比较分析.
- 优化实时操作系统 (RTOS) 的资源利用.
- 实施硬件机制,如用于传感器数据采集的直接内存访问 (DMA).
- 优化附属控制器和调整比例整数导数 (PID) 控制器.
主要成果:
- 控制质量取决于控制器调整和高效的硬件/软件资源管理.
- 建筑修改,加上PID重新调整,导致完整绝对错误 (IAE) 指数得到了改进.
- 实验评估证实了嵌入式控制架构对监管质量的系统性和可衡量的影响.
结论:
- 嵌入式控制架构显著影响移动机器人监管质量.
- 硬件和软件资源的高效管理与控制器调整同样重要.
- 这项研究提供了实验证据,将控制架构与性能联系起来,推进了现实世界的移动机器人.
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