A self adaptive telemetry station for flash flood early warning systems

© 2017 IEEE. For flash flood mitigation, the water level at the upstream river should be measured in a near real time manner to promptly assess the flood risk. In this paper, the water level monitoring telemetry stations have been designed and invented to keep tracking of the river water level. Howe...

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Main Authors: Autanan Wannachai, Paskorn Champrasert, Somrawee Aramkul
Format: Conference Proceeding
Published: 2018
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http://cmuir.cmu.ac.th/jspui/handle/6653943832/43492
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Institution: Chiang Mai University
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spelling th-cmuir.6653943832-434922018-04-25T07:36:00Z A self adaptive telemetry station for flash flood early warning systems Autanan Wannachai Paskorn Champrasert Somrawee Aramkul Computer Science Engineering Agricultural and Biological Sciences Arts and Humanities © 2017 IEEE. For flash flood mitigation, the water level at the upstream river should be measured in a near real time manner to promptly assess the flood risk. In this paper, the water level monitoring telemetry stations have been designed and invented to keep tracking of the river water level. However, there is no electric power supply and no wired communication in the upstream river region. The telemetry station should be designed to cope with these challenges. This paper proposed a self adaptive telemetry station, SATS, that can automatically adjust its operation mode to the environmental conditions. An automatic environmental condition learning and evaluation mechanism, Auto-ELE, is also proposed in this paper. The proposed mechanism adaptively adjusts the telemetry station operation against the water level changes. The simulation results show that the proposed mechanism yields to reduce the battery utilization and keep accuracy of the data measurement. 2018-01-24T03:49:15Z 2018-01-24T03:49:15Z 2017-11-03 Conference Proceeding 2-s2.0-85039914241 10.1109/ECTICon.2017.8096320 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85039914241&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/43492
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
topic Computer Science
Engineering
Agricultural and Biological Sciences
Arts and Humanities
spellingShingle Computer Science
Engineering
Agricultural and Biological Sciences
Arts and Humanities
Autanan Wannachai
Paskorn Champrasert
Somrawee Aramkul
A self adaptive telemetry station for flash flood early warning systems
description © 2017 IEEE. For flash flood mitigation, the water level at the upstream river should be measured in a near real time manner to promptly assess the flood risk. In this paper, the water level monitoring telemetry stations have been designed and invented to keep tracking of the river water level. However, there is no electric power supply and no wired communication in the upstream river region. The telemetry station should be designed to cope with these challenges. This paper proposed a self adaptive telemetry station, SATS, that can automatically adjust its operation mode to the environmental conditions. An automatic environmental condition learning and evaluation mechanism, Auto-ELE, is also proposed in this paper. The proposed mechanism adaptively adjusts the telemetry station operation against the water level changes. The simulation results show that the proposed mechanism yields to reduce the battery utilization and keep accuracy of the data measurement.
format Conference Proceeding
author Autanan Wannachai
Paskorn Champrasert
Somrawee Aramkul
author_facet Autanan Wannachai
Paskorn Champrasert
Somrawee Aramkul
author_sort Autanan Wannachai
title A self adaptive telemetry station for flash flood early warning systems
title_short A self adaptive telemetry station for flash flood early warning systems
title_full A self adaptive telemetry station for flash flood early warning systems
title_fullStr A self adaptive telemetry station for flash flood early warning systems
title_full_unstemmed A self adaptive telemetry station for flash flood early warning systems
title_sort self adaptive telemetry station for flash flood early warning systems
publishDate 2018
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85039914241&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/43492
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