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3D Gas Sensing with Multiple Nano Aerial Vehicles: Interference Analysis, Algorithms and Experimental Validation
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.
Multi-robot systems using nano aerial vehicles show robust gas sensing performance despite interference. These systems are competitive for efficient gas source location, even under tight time constraints.
Area of Science:
- Robotics
- Environmental Science
- Sensor Technology
Background:
- Multi-robot systems enhance environmental mapping and monitoring efficiency.
- Gas sensing missions with multi-robot systems face challenges due to gas dispersion complexity.
- Previous research has not extensively explored multi-robot gas sensing applications.
Purpose of the Study:
- To investigate the application of multi-robot systems for gas sensing.
- To analyze robot interference and its impact on sensing performance.
- To evaluate multi-robot strategies for gas source location.
Main Methods:
- Utilized a multi-robot system of rotary-winged nano aerial vehicles.
- Conducted qualitative and quantitative analysis of inter-robot interference.
- Deployed 3D gas sensing algorithms with varying coordination levels in a wind tunnel.
Main Results:
- Multi-robot gas sensing missions demonstrated robustness against interference and performance degradation.
- Interference between robots did not significantly compromise sensing capabilities.
- Multi-robot strategies proved competitive for gas source location under time constraints.
Conclusions:
- Multi-robot systems are viable for challenging gas sensing missions.
- Effective coordination strategies can mitigate interference issues.
- These systems offer efficient solutions for environmental monitoring and gas source identification.
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