A Low-Cost Indoor-Positioning System with Bluetooth Smart
碩士 === 國立中正大學 === 通訊工程研究所 === 103 === Several positioning systems have been developed for precise indoor object localization recently. To our knowledge, indoor positioning systems nowadays still have some shortcoming, such as imprecise localization, high cost of installation, requiring a lot of pre-...
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ndltd-TW-103CCU006500272019-05-15T22:07:30Z http://ndltd.ncl.edu.tw/handle/279qay A Low-Cost Indoor-Positioning System with Bluetooth Smart 使用Bluetooth Smart之低成本室內定位系統 Tzu-Ting Lin 林子婷 碩士 國立中正大學 通訊工程研究所 103 Several positioning systems have been developed for precise indoor object localization recently. To our knowledge, indoor positioning systems nowadays still have some shortcoming, such as imprecise localization, high cost of installation, requiring a lot of pre-test and building model, etc. However, in real life, some applications of localization don’t has to be very precise, e.g. tracking the position of pupils in the school, locating elderly people in nursing homes. In these cases, we only need roughly to locate which areas or rooms are they in, and these results are useful enough to us. Based on this idea, we propose a low-cost indoor positioning system can track people who carrying a Smartphone or Tablet in building. The propose system only needs to install low-power Bluetooth transmitters at the junctions of interior spaces. Low-power Bluetooth transmitters are installed at the doors and stair entrances and broadcasting the Bluetooth signal. The designed program running on a mobile device keeps recording the device name, RSSI (Received Signal Strength Indication) from the Bluetooth transmitters, and acceleration and moving azimuth of the device. By the proposed algorithm in the study, the collected data assist us to determine whether the person entry or exit a room, walk up or down a floor. In this study, we conducted proof-of-concept experiments and demonstrated the correctness of the design. The results show the hit rate of tracking people's moving path is up to 97.5% while missing rate is 10% at most. In the future, this design can also be used in indoor navigation such as in museum, shopping mall, to bring this technology in the real world while keeping the cost of devices, installation and maintain become affordable. Huang-Chen Lee 李皇辰 2015 學位論文 ; thesis 47 zh-TW |
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碩士 === 國立中正大學 === 通訊工程研究所 === 103 === Several positioning systems have been developed for precise indoor object localization recently. To our knowledge, indoor positioning systems nowadays still have some shortcoming, such as imprecise localization, high cost of installation, requiring a lot of pre-test and building model, etc. However, in real life, some applications of localization don’t has to be very precise, e.g. tracking the position of pupils in the school, locating elderly people in nursing homes. In these cases, we only need roughly to locate which areas or rooms are they in, and these results are useful enough to us. Based on this idea, we propose a low-cost indoor positioning system can track people who carrying a Smartphone or Tablet in building. The propose system only needs to install low-power Bluetooth transmitters at the junctions of interior spaces. Low-power Bluetooth transmitters are installed at the doors and stair entrances and broadcasting the Bluetooth signal. The designed program running on a mobile device keeps recording the device name, RSSI (Received Signal Strength Indication) from the Bluetooth transmitters, and acceleration and moving azimuth of the device. By the proposed algorithm in the study, the collected data assist us to determine whether the person entry or exit a room, walk up or down a floor. In this study, we conducted proof-of-concept experiments and demonstrated the correctness of the design. The results show the hit rate of tracking people's moving path is up to 97.5% while missing rate is 10% at most. In the future, this design can also be used in indoor navigation such as in museum, shopping mall, to bring this technology in the real world while keeping the cost of devices, installation and maintain become affordable.
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author2 |
Huang-Chen Lee |
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Huang-Chen Lee Tzu-Ting Lin 林子婷 |
author |
Tzu-Ting Lin 林子婷 |
spellingShingle |
Tzu-Ting Lin 林子婷 A Low-Cost Indoor-Positioning System with Bluetooth Smart |
author_sort |
Tzu-Ting Lin |
title |
A Low-Cost Indoor-Positioning System with Bluetooth Smart |
title_short |
A Low-Cost Indoor-Positioning System with Bluetooth Smart |
title_full |
A Low-Cost Indoor-Positioning System with Bluetooth Smart |
title_fullStr |
A Low-Cost Indoor-Positioning System with Bluetooth Smart |
title_full_unstemmed |
A Low-Cost Indoor-Positioning System with Bluetooth Smart |
title_sort |
low-cost indoor-positioning system with bluetooth smart |
publishDate |
2015 |
url |
http://ndltd.ncl.edu.tw/handle/279qay |
work_keys_str_mv |
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