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Updated: Sep 16, 2025

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一种OBS-WA算法用于在狭窄空间中优化牙准备机器人端效应器的姿势
IEEE journal of biomedical and health informatics
|July 9, 2025
概括
这项研究提出了一种新的方法,用于在狭窄的口腔环境中规划仪器姿势,优化手柄方向和机器人手臂运动,同时确保牙科手术期间的安全.
科学领域:
- 机器人技术 机器人技术 机器人技术
- 计算机辅助手术 计算机辅助手术
- 生物医学工程 生物医学工程
背景情况:
- 传统的仪器姿势规划往往忽视了狭窄的空间和悬臂仪器.
- 在有限的环境中对手术仪器的多目标优化存在有限的研究.
研究的目的:
- 开发一种创新的方法,以优化仪器在受限环境中的多目标约束下呈现.
- 提高计算机辅助牙科手术的安全性和效率.
主要方法:
- 引入了个性化的外界界限球体,以使用欧几里德距离来定义安全可行的区域.
- 开发了一个中心搜索策略,用于处理方向,以避免牙干扰.
- 应用了改进的外界界球体加权平均 (OBS-WA) 算法来优化机器人手臂关节角度.
- 实施了基于骨架的增强碰撞检测方法,以实现实时性能.
主要成果:
- 在模拟的口腔中成功优化仪器姿势和手柄方向.
- 证明有效避免与相邻的牙发生碰撞.
- 在模拟牙准备过程中验证了合规控制和安全规划.
结论:
- 拟议的方法为复杂,狭窄的外科空间中的仪器姿势规划提供了一种新的解决方案.
- 这种方法提高了机器人辅助牙科手术的安全性和效率.
- 这项工作推进了用于口内机器人应用的多目标优化技术.
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