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在甜田的多机器人避免碰撞的方法
Kang Xu1, Jiejie Xing2, Wenbin Sun1
1College of Information and Communication Engineering, Hainan University, Haikou, China.
Frontiers in plant science
|September 25, 2024
概括
本研究介绍了一种低成本的多机器人防撞方法,用于甜田. 该系统通过主动预测和防止机器人碰撞来提高运营效率和安全性.
科学领域:
- 农业机器人农业机器人
- 自主导航自主导航自主导航自主导航自主导航自主导航
- 避免碰撞的防撞系统
背景情况:
- 目前的甜喷依赖于低效,劳动密集型的单机或半机械化机器人.
- 由于当前方法的运行效率较低,及时控制害虫和疾病受到阻碍.
- 多机器人系统提供了更高的效率,但在安全和强大的避免碰撞方面面临着挑战.
研究的目的:
- 开发一个低成本的,多机器人避免碰撞的战略,用于在甜田的自主导航.
- 为了提高多个机器人同时运行的安全性和效率.
- 解决现有方法在防止现场碰撞方面的局限性.
主要方法:
- 提出了一种新的多机器人避免碰撞的方法,利用机器人的位置和环境数据.
- 根据预测的碰撞风险实施了主动路径调整策略.
- 通过模拟验证了方法,专注于安全和高效的导航.
主要成果:
- 避免碰撞的方法在模拟中表现出良好的性能.
- 该系统通过提前调整路径,成功预测和减轻潜在碰撞.
- 机器人在复杂的现场环境中有效地导航,而不会陷入困境.
结论:
- 建议的低成本多机器人避免碰撞的方法是有效的自主导航在农业领域.
- 这种方法提高了运营效率和安全性,而不需要昂贵的硬件或广泛的调整.
- 它为同步机器人操作提供了可行的解决方案,克服了以前的局限性.
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