Mobile localization-based service based on rssi fingerprinting method by BLE technology

Tsung Yu Tsai, Chen-Chien James Hsu, Hsin Han Chiang, Wei Yen Wang

研究成果: 書貢獻/報告類型會議貢獻

3 引文 斯高帕斯(Scopus)

摘要

Technologies of Indoor positioning are widely used in commercial applications in the modern society; among them, fingerprinting is the most utilized method. The main challenge in fingerprinting-based localization is the severe fluctuations of received signal strength (RSS). Due to the fluctuations, localization results are often unstable. Therefore, we propose to define membership functions based on the distribution of RSS with a technique of fuzzy logic; specifically, a fuzzy rule is defined with offline data. Finally, fingerprinting method can find out the localization efficiently. The result of experiment show that the new method is effective to increase the stability of localization.

原文英語
主出版物標題2018 IEEE 8th International Conference on Consumer Electronics - Berlin, ICCE-Berlin 2018
發行者IEEE Computer Society
ISBN(電子)9781538660959
DOIs
出版狀態已發佈 - 2018 十二月 13
事件8th IEEE International Conference on Consumer Electronics - Berlin, ICCE-Berlin 2018 - Berlin, 德国
持續時間: 2018 九月 22018 九月 5

出版系列

名字IEEE International Conference on Consumer Electronics - Berlin, ICCE-Berlin
2018-September
ISSN(列印)2166-6814
ISSN(電子)2166-6822

其他

其他8th IEEE International Conference on Consumer Electronics - Berlin, ICCE-Berlin 2018
國家德国
城市Berlin
期間18/9/218/9/5

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Industrial and Manufacturing Engineering
  • Media Technology

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  • 引用此

    Tsai, T. Y., Hsu, C-C. J., Chiang, H. H., & Wang, W. Y. (2018). Mobile localization-based service based on rssi fingerprinting method by BLE technology. 於 2018 IEEE 8th International Conference on Consumer Electronics - Berlin, ICCE-Berlin 2018 [8576227] (IEEE International Conference on Consumer Electronics - Berlin, ICCE-Berlin; 卷 2018-September). IEEE Computer Society. https://doi.org/10.1109/ICCE-Berlin.2018.8576227