Autonomous Gas Detection and Mapping With Unmanned Aerial Vehicles

被引:115
作者
Rossi, Maurizio [1 ]
Brunelli, Davide [1 ]
机构
[1] Univ Trento, Dept Ind Engn, I-38123 Trento, Italy
关键词
Embedded gas sensing system; gas leakage localization; low-power electronics; unmanned aerial vehicles (UAVs); volatile chemicals' mapping; SENSOR NETWORKS; SYSTEM;
D O I
10.1109/TIM.2015.2506319
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Unmanned aerial vehicles (UAVs) are nowadays largely employed in civil applications. One of the most promising applications is the environmental monitoring (or risk assessment). We propose a battery-powered eNose board that can be embedded with any type of drone. We evaluated the effectiveness of the sensing method by means of field experiments using the prototype as payload of a hexacopter. The results show that the analysis of the target environmental parameters is not perturbed by the air flow generated by propellers. The system is suitable for any type of mobile carrier (UAVs or wheeled robots), thanks to its lightweight and compact form factor. To further extend the limited flight autonomy of the carrier, we developed an optimal monitoring algorithm for gas leakage localization, a simulating framework to evaluate its performance, and we provide a design space exploration for solar-powered drones.
引用
收藏
页码:765 / 775
页数:11
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