TY - GEN
T1 - Accuracy Investigations of Fingerprint-based Indoor Localization System Using IEEE 802.15.4 in Two-Floor Environment
AU - Puspitaningayu, Pradini
AU - Funabiki, Nobuo
AU - Huo, Yuanzhi
AU - Panduman, Yohanes
AU - Wu, Xinyu
AU - Kuribayashi, Minoru
AU - Kao, Wen Chung
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - Currently, we are studying the fingerprint-based indoor localization system using IEEE 802.15.4 (FILS15.4) as a user-friendly, low-cost, and highly reliable system. A user carries a small light transmitter running with a coin battery. By comparing the link quality indicator (LQI) of the transmitted signal at multiple receivers in the field to the fingerprint of every room, the system is able to detect users' locations. However, the localization accuracy has been evaluated only on single floors of a building. In this paper, we investigate the localization accuracy of FILS15.4 on two floors of #2 Engineering Building at Okayama University as a more practical environment. Since a receiver can often detect the signal from a transmitter on the adjacent floor, the LQI values at the receivers on both floors should be used together. Using the FILS15.4 testbed system, we conducted the experiments under three cases of fingerprints using five and six receivers and confirmed that the five receivers allocated on both floors could achieve sufficiently high accuracy by 97.7%.
AB - Currently, we are studying the fingerprint-based indoor localization system using IEEE 802.15.4 (FILS15.4) as a user-friendly, low-cost, and highly reliable system. A user carries a small light transmitter running with a coin battery. By comparing the link quality indicator (LQI) of the transmitted signal at multiple receivers in the field to the fingerprint of every room, the system is able to detect users' locations. However, the localization accuracy has been evaluated only on single floors of a building. In this paper, we investigate the localization accuracy of FILS15.4 on two floors of #2 Engineering Building at Okayama University as a more practical environment. Since a receiver can often detect the signal from a transmitter on the adjacent floor, the LQI values at the receivers on both floors should be used together. Using the FILS15.4 testbed system, we conducted the experiments under three cases of fingerprints using five and six receivers and confirmed that the five receivers allocated on both floors could achieve sufficiently high accuracy by 97.7%.
KW - IEEE 802.15.4
KW - IoT
KW - LQI
KW - accuracy
KW - fingerprint
KW - indoor positioning
KW - two-floor
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U2 - 10.1109/ICVEE57061.2022.9930432
DO - 10.1109/ICVEE57061.2022.9930432
M3 - Conference contribution
AN - SCOPUS:85142436248
T3 - 2022 5th International Conference on Vocational Education and Electrical Engineering: The Future of Electrical Engineering, Informatics, and Educational Technology Through the Freedom of Study in the Post-Pandemic Era, ICVEE 2022 - Proceeding
SP - 89
EP - 94
BT - 2022 5th International Conference on Vocational Education and Electrical Engineering
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 5th International Conference on Vocational Education and Electrical Engineering, ICVEE 2022
Y2 - 10 September 2022 through 11 September 2022
ER -