TY - GEN
T1 - Performance evaluation of a volcano monitoring system using wireless sensor networks
AU - Lara-Cueva, Román
AU - Benítez, Diego
AU - Caamaño, Antonio
AU - Zennaro, Marco
AU - Rojo-Álvarez, José Luis
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2014/2/12
Y1 - 2014/2/12
N2 - A volcano monitoring system plays a key role for launching emergency early warning, and the use of alternative technologies have proven their effectiveness in this setting, which is the case of wireless sensor networks. For surveillance systems, the real-time requirement is mandatory due to the need for immediate access to the signals derived from a natural disaster where the goal is safeguarding lives. Previous works did not report detailed enough performance evaluation of this kind of systems, either by means of using simulation tools or in a test-bed related to real-time metrics. Our aim was to identify the optimum number of sensors to be deployed in a Volcano Monitoring System based on simulation results and corroborated with an in-situ testbed. We used ns-2 as simulation tool, where Random and Tessellation scenarios were evaluated. Our study identified that the optimal scenario in volcano monitoring is Random, with maximum eighteen nodes to satisfy metrics such as throughput, time delay, and packet loss. We deployed sixteen sensors in a strategic area at Cotopaxi Volcano, where the information was obtained during three days of continuous monitoring. This information was sent to a surveillance laboratory located 45 km away from the station placed at the volcano, and WiFi-based long distance technology was used for this purpose. The data obtained with our system allowed to distinguish long period events and volcano tectonic earthquakes.
AB - A volcano monitoring system plays a key role for launching emergency early warning, and the use of alternative technologies have proven their effectiveness in this setting, which is the case of wireless sensor networks. For surveillance systems, the real-time requirement is mandatory due to the need for immediate access to the signals derived from a natural disaster where the goal is safeguarding lives. Previous works did not report detailed enough performance evaluation of this kind of systems, either by means of using simulation tools or in a test-bed related to real-time metrics. Our aim was to identify the optimum number of sensors to be deployed in a Volcano Monitoring System based on simulation results and corroborated with an in-situ testbed. We used ns-2 as simulation tool, where Random and Tessellation scenarios were evaluated. Our study identified that the optimal scenario in volcano monitoring is Random, with maximum eighteen nodes to satisfy metrics such as throughput, time delay, and packet loss. We deployed sixteen sensors in a strategic area at Cotopaxi Volcano, where the information was obtained during three days of continuous monitoring. This information was sent to a surveillance laboratory located 45 km away from the station placed at the volcano, and WiFi-based long distance technology was used for this purpose. The data obtained with our system allowed to distinguish long period events and volcano tectonic earthquakes.
KW - 802.15.4
KW - WSN
KW - delay
KW - monitoring system
KW - packet loss
KW - throughput
KW - volcano
UR - http://www.scopus.com/inward/record.url?scp=84946688525&partnerID=8YFLogxK
U2 - 10.1109/LATINCOM.2014.7041853
DO - 10.1109/LATINCOM.2014.7041853
M3 - Contribución a la conferencia
AN - SCOPUS:84946688525
T3 - 2014 IEEE Latin-America Conference on Communications, IEEE LATINCOM 2014
BT - 2014 IEEE Latin-America Conference on Communications, IEEE LATINCOM 2014
A2 - Velasquez-Villada, Carlos E.
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 6th IEEE Latin-America Conference on Communications, IEEE LATINCOM 2014
Y2 - 5 November 2014 through 7 November 2014
ER -