Underground Infrastructure Management System using Internet of Things Wireless Transmission Technology

This paper presents a water leakage monitoring system that gathers acoustic data of water pipes using wireless communication technology and identifies the sound of water leakage using machine leaning technology. To collect acoustic data effectively, this system combines three types of data-collectio...

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Veröffentlicht in:IEICE Transactions on Electronics 2018/10/01, Vol.E101.C(10), pp.727-733
Hauptverfasser: YAMAGUCHI, Yo, FUJINO, Yosuke, KATSUDA, Hajime, NAKANO, Marina, FUKUMOTO, Hiroyuki, TERUHI, Shigeru, AKABANE, Kazunori, YOSHINO, Shuichi
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container_end_page 733
container_issue 10
container_start_page 727
container_title IEICE Transactions on Electronics
container_volume E101.C
creator YAMAGUCHI, Yo
FUJINO, Yosuke
KATSUDA, Hajime
NAKANO, Marina
FUKUMOTO, Hiroyuki
TERUHI, Shigeru
AKABANE, Kazunori
YOSHINO, Shuichi
description This paper presents a water leakage monitoring system that gathers acoustic data of water pipes using wireless communication technology and identifies the sound of water leakage using machine leaning technology. To collect acoustic data effectively, this system combines three types of data-collection methods: drive-by, walk-by, and static. To design this system, it is important to ascertain the wireless communication distance that can be achieved with sensors installed in a basement. This paper also reports on radio propagation from underground manholes made from reinforced concrete and resin concrete in residential and commercial areas using the 920 MHz band. We reveal that it is possible to design a practical system that uses radio communication from underground sensors.
doi_str_mv 10.1587/transele.E101.C.727
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1745-1353
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subjects 920 MHz Band
Communications systems
IoT services
IoT wireless access networks
Leakage
Manholes
Propagation from underground manholes
Radio communications
Reinforced concrete
Residential areas
Sensors
Technology utilization
Underground communication
Water pipelines
Wireless communications
title Underground Infrastructure Management System using Internet of Things Wireless Transmission Technology
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