Design of a Fall Detection System Based on Beacon Technology

碩士 === 國立高雄第一科技大學 === 電子工程系碩士班 === 105 === This thesis presents the fall detection and localized caring system based on low-power Bluetooth Beacon, three-axis accelerometer, and fall detection technologies. The major capabilities of the system include fall detection and indoor position tracking. The...

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Main Authors: JHANG, GUEI-SEN, 張貴森
Other Authors: CHEN, MING-CHIH
Format: Others
Language:zh-TW
Published: 2017
Online Access:http://ndltd.ncl.edu.tw/handle/2syak3
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spelling ndltd-TW-105NKIT04280032019-05-15T23:31:52Z http://ndltd.ncl.edu.tw/handle/2syak3 Design of a Fall Detection System Based on Beacon Technology 設計一個基於Beacon技術的跌倒偵測系統 JHANG, GUEI-SEN 張貴森 碩士 國立高雄第一科技大學 電子工程系碩士班 105 This thesis presents the fall detection and localized caring system based on low-power Bluetooth Beacon, three-axis accelerometer, and fall detection technologies. The major capabilities of the system include fall detection and indoor position tracking. The effective fall detection method utilizes the accelerometer to collect different fall-down information through a self-designed wearable device and analyze the relation between human postures and accleration values. The wearable device is then embbeded a fall detection program according to the realtion analysis. If the fall situation is happenned, the wearable device sends the falling message to the unit of medical treatment and uploads it to the cloud database. The thesis also reveals the accuracy of judging the fall under various human angles, as well as the interference of radio frequency signals caused by obstacles in the indoor environment. An indoor position tracking method utilizes the Bluetooth signals between the wearable device and signal receiving points to calculate the human position and record the history of human positions to the cloud database. The experiment results show that the accuracy rate of 98% for detecting a human fall and the accuracy rate of 85% for position tracking. Our system achieves high accurate rate for detecting a human fall and provides the care services effectively. CHEN, MING-CHIH 陳銘志 2017 學位論文 ; thesis 73 zh-TW
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language zh-TW
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sources NDLTD
description 碩士 === 國立高雄第一科技大學 === 電子工程系碩士班 === 105 === This thesis presents the fall detection and localized caring system based on low-power Bluetooth Beacon, three-axis accelerometer, and fall detection technologies. The major capabilities of the system include fall detection and indoor position tracking. The effective fall detection method utilizes the accelerometer to collect different fall-down information through a self-designed wearable device and analyze the relation between human postures and accleration values. The wearable device is then embbeded a fall detection program according to the realtion analysis. If the fall situation is happenned, the wearable device sends the falling message to the unit of medical treatment and uploads it to the cloud database. The thesis also reveals the accuracy of judging the fall under various human angles, as well as the interference of radio frequency signals caused by obstacles in the indoor environment. An indoor position tracking method utilizes the Bluetooth signals between the wearable device and signal receiving points to calculate the human position and record the history of human positions to the cloud database. The experiment results show that the accuracy rate of 98% for detecting a human fall and the accuracy rate of 85% for position tracking. Our system achieves high accurate rate for detecting a human fall and provides the care services effectively.
author2 CHEN, MING-CHIH
author_facet CHEN, MING-CHIH
JHANG, GUEI-SEN
張貴森
author JHANG, GUEI-SEN
張貴森
spellingShingle JHANG, GUEI-SEN
張貴森
Design of a Fall Detection System Based on Beacon Technology
author_sort JHANG, GUEI-SEN
title Design of a Fall Detection System Based on Beacon Technology
title_short Design of a Fall Detection System Based on Beacon Technology
title_full Design of a Fall Detection System Based on Beacon Technology
title_fullStr Design of a Fall Detection System Based on Beacon Technology
title_full_unstemmed Design of a Fall Detection System Based on Beacon Technology
title_sort design of a fall detection system based on beacon technology
publishDate 2017
url http://ndltd.ncl.edu.tw/handle/2syak3
work_keys_str_mv AT jhanggueisen designofafalldetectionsystembasedonbeacontechnology
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AT jhanggueisen shèjìyīgèjīyúbeaconjìshùdediēdàozhēncèxìtǒng
AT zhāngguìsēn shèjìyīgèjīyúbeaconjìshùdediēdàozhēncèxìtǒng
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