Energy-Optimized Monitoring System for Underground Cave Environments Based on Long Preamble LoRa

被引:0
作者
Ragnoli, Mattia [1 ]
Barile, Gianluca [1 ,2 ]
Leoni, Alfiero [1 ]
Ricci, Stefano [1 ]
Stornelli, Vincenzo [1 ,2 ]
机构
[1] Dept Ind Engn & Informat & Econ, I-67100 Laquila, Italy
[2] Design Methodol Embedded Controllers Wireless Inte, I-67100 Laquila, Italy
来源
IEEE ACCESS | 2025年 / 13卷
关键词
Monitoring; Wireless sensor networks; Temperature measurement; Ad hoc networks; Synchronization; Temperature sensors; Sensors; Personnel; Periodic structures; Low-power wide area networks; Ad-hoc network; cave; environmental monitoring; IoT; LoRa; multi-hop; sensors; wireless linear network; WIRELESS SENSOR NETWORK;
D O I
10.1109/ACCESS.2025.3538544
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Underground environments represent a hostile environment. The observation of underground cave systems is fundamental to protecting and understanding the dynamics of these delicate environments. Wireless Sensor Networks (WSNs) have been demonstrated to be a useful solution for data gathering and communication in harsh environments. This research paper deals with an experimental activity for the monitoring of the speleological karst caves in Stiffe, Italy. The presented monitoring system is based on an asynchronous LoRa network that leverages Channel Activity Detection (CAD) for in-cave communication. This study is part of a pre-commercial survey in sight of a future fixed installation in the aforementioned location. The proposed network is composed of sensor nodes that are placed along a portion of the cave to form a linear structure. The low-power energetic performances are achieved using long preamble-based communication and sleep routines that allow the nodes to have a power dissipation in the order of hundreds of microwatts for the majority of a reading cycle. The cave retrieved data are gathered remotely and accessed by the management personnel for data analysis. The experimental system reports promising results for a commercial implementation, demonstrating satisfactory energetic performances allowing the management personnel to charge the devices with intervals of multiple months. The radio performances of the devices inside the cave has shown to be difficult, enabling a communication range inferior to one hundred of meters for each hop, mostly due to the irregular morphology of the tunnels. This paper reports the implementation of the whole system, starting from the architectural details to the experimental results obtained in the field.
引用
收藏
页码:24717 / 24735
页数:19
相关论文
共 81 条
[1]  
Chen Z., Auler A.S., Bakalowicz M., Drew D., Griger F., Hartmann J., Jiang G., Moosdorf N., Richts A., Stevanovic Z., Veni G., Goldscheider N., The world Karst aquifer mapping project: Concept, mapping procedure and map of Europe, Hydrogeol. J., 25, 3, pp. 771-785, (2017)
[2]  
Telbisz T., Mari L., The significance of Karst areas in European national parks and geoparks, Open Geosci., 12, 1, pp. 117-132, (2020)
[3]  
Cigna A.A., Forti P., Moreira J.C., Carvalho C.N.D., Caves: The most important geotouristic feature in the world, Tourism Karst Areas, 6, 1, pp. 9-26, (2013)
[4]  
Van Beynen P.E., Karst Management, (2011)
[5]  
Marchetti D., Avanzi G.D., Sciarra N., Calista M., Piaggi L., Pillar sizing and stability analysis by numerical modeling for underground stone quarrying, Proc. ISRM Int. Symp., (2018)
[6]  
Gribaudo M., Iacono M., Levis A.H., An IoT-based monitoring approach for cultural heritage sites: The matera case, Concurrency Comput., Pract. Exper., 29, 11, (2017)
[7]  
Lei S., Zhao X., Wenyan Z., Xicheng C., Model of ad hoc networks for rescuing in mine, Proc. 2nd Int. Conf. Netw. Secur., Wireless Commun. Trusted Comput., 1, pp. 210-213, (2010)
[8]  
Yarkan S., Guzelgoz S., Arslan H., Murphy R., Underground mine communications: A survey, IEEE Commun. Surveys Tuts., 11, 3, pp. 125-142, (2009)
[9]  
Boletti A., Giacomuzzi D., Parladori G., Boffi P., Ferrario M., Martinelli M., Performance comparison between electrical copper-based and optical fiber-based backplanes, Opt. Exp., 21, 16, (2013)
[10]  
Patel N.R., Kumar S., Wireless sensor networks' challenges and future prospects, Proc. Int. Conf. Syst. Model. Advancement Res. Trends (SMART), pp. 60-65, (2018)