The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. ex. Some numerals are expressed as "XNUMX".
Copyrights notice
The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. Copyrights notice
조회수
112
본 논문에서는 무선 통신 기술을 이용하여 수도관의 음향 데이터를 수집하고, 머신 러닝 기술을 이용하여 누수 소리를 식별하는 누수 모니터링 시스템을 제시한다. 음향 데이터를 효과적으로 수집하기 위해 이 시스템은 드라이브바이(drive-by), 워크바이(walk-by), 정적 등 세 가지 유형의 데이터 수집 방법을 결합합니다. 이 시스템을 설계하기 위해서는 지하에 설치된 센서로 도달할 수 있는 무선 통신 거리를 확인하는 것이 중요합니다. 본 논문에서는 또한 920MHz 대역을 사용하여 주거 및 상업 지역의 철근 콘크리트 및 수지 콘크리트로 만들어진 지하 맨홀에서 전파되는 전파에 대해 보고합니다. 지하 센서의 무선 통신을 활용한 실용적인 시스템 설계가 가능함을 공개합니다.
Yo YAMAGUCHI
NTT Corporation
Yosuke FUJINO
NTT Corporation
Hajime KATSUDA
NTT Corporation
Marina NAKANO
NTT Corporation
Hiroyuki FUKUMOTO
NTT Corporation
Shigeru TERUHI
NTT Corporation
Kazunori AKABANE
NTT Corporation
Shuichi YOSHINO
NTT Corporation
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부
Yo YAMAGUCHI, Yosuke FUJINO, Hajime KATSUDA, Marina NAKANO, Hiroyuki FUKUMOTO, Shigeru TERUHI, Kazunori AKABANE, Shuichi YOSHINO, "Underground Infrastructure Management System using Internet of Things Wireless Transmission Technology" in IEICE TRANSACTIONS on Electronics,
vol. E101-C, no. 10, pp. 727-733, October 2018, doi: 10.1587/transele.E101.C.727.
Abstract: 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.
URL: https://global.ieice.org/en_transactions/electronics/10.1587/transele.E101.C.727/_p
부
@ARTICLE{e101-c_10_727,
author={Yo YAMAGUCHI, Yosuke FUJINO, Hajime KATSUDA, Marina NAKANO, Hiroyuki FUKUMOTO, Shigeru TERUHI, Kazunori AKABANE, Shuichi YOSHINO, },
journal={IEICE TRANSACTIONS on Electronics},
title={Underground Infrastructure Management System using Internet of Things Wireless Transmission Technology},
year={2018},
volume={E101-C},
number={10},
pages={727-733},
abstract={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.},
keywords={},
doi={10.1587/transele.E101.C.727},
ISSN={1745-1353},
month={October},}
부
TY - JOUR
TI - Underground Infrastructure Management System using Internet of Things Wireless Transmission Technology
T2 - IEICE TRANSACTIONS on Electronics
SP - 727
EP - 733
AU - Yo YAMAGUCHI
AU - Yosuke FUJINO
AU - Hajime KATSUDA
AU - Marina NAKANO
AU - Hiroyuki FUKUMOTO
AU - Shigeru TERUHI
AU - Kazunori AKABANE
AU - Shuichi YOSHINO
PY - 2018
DO - 10.1587/transele.E101.C.727
JO - IEICE TRANSACTIONS on Electronics
SN - 1745-1353
VL - E101-C
IS - 10
JA - IEICE TRANSACTIONS on Electronics
Y1 - October 2018
AB - 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.
ER -