用多个纳米飞行器进行3D气体探测:干扰分析,算法和实验验证.
Chiara Ercolani1, Wanting Jin1, Alcherio Martinoli1
1Distributed Intelligent Systems and Algorithms Laboratory, School of Architecture, Civil and Environmental Engineering, École Polytechnique Fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland.
Sensors (Basel, Switzerland)
|October 28, 2023
概括
使用纳米飞行器的多机器人系统,尽管存在干扰,但显示出强大的气体传感性能. 这些系统在高效的气体源位置方面具有竞争力,即使在严格的时间限制下也是如此.
科学领域:
- 机器人技术 机器人技术 机器人技术
- 环境科学 环境科学
- 传感器技术 传感器技术
背景情况:
- 多机器人系统可以提高环境绘图和监测效率.
- 采用多机器人系统的气体探测任务因气体分散的复杂性而面临挑战.
- 之前的研究还没有广泛探索多机器人气体传感应用.
研究的目的:
- 研究多机器人系统用于气体传感的应用.
- 分析机器人干扰及其对传感性能的影响.
- 评估气体源位置的多机器人策略.
主要方法:
- 使用了旋翼纳米飞行器的多机器人系统.
- 进行了机器人间干扰的定性和定量分析.
- 在风洞中部署了具有不同协调水平的3D气体检测算法.
主要成果:
- 多机器人气体传感任务证明了对干扰和性能降低的稳定性.
- 机器人之间的干扰并没有显著地影响传感能力.
- 在时间限制下,多机器人策略在气体源位置方面证明具有竞争力.
结论:
- 多机器人系统对于具有挑战性的气体传感任务是可行的.
- 有效的协调策略可以减轻干扰问题.
- 这些系统为环境监测和气体来源识别提供了有效的解决方案.
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