TY - GEN
T1 - Mobile localization-based service based on rssi fingerprinting method by BLE technology
AU - Tsai, Tsung Yu
AU - Hsu, Chen Chien
AU - Chiang, Hsin Han
AU - Wang, Wei Yen
N1 - Publisher Copyright:
© 2018 IEEE.
PY - 2018/12/13
Y1 - 2018/12/13
N2 - 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.
AB - 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.
KW - Bluetooth Low Energy
KW - fingerprinting
KW - fuzzy
KW - localization
UR - http://www.scopus.com/inward/record.url?scp=85060295200&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85060295200&partnerID=8YFLogxK
U2 - 10.1109/ICCE-Berlin.2018.8576227
DO - 10.1109/ICCE-Berlin.2018.8576227
M3 - Conference contribution
AN - SCOPUS:85060295200
T3 - IEEE International Conference on Consumer Electronics - Berlin, ICCE-Berlin
BT - 2018 IEEE 8th International Conference on Consumer Electronics - Berlin, ICCE-Berlin 2018
PB - IEEE Computer Society
T2 - 8th IEEE International Conference on Consumer Electronics - Berlin, ICCE-Berlin 2018
Y2 - 2 September 2018 through 5 September 2018
ER -