TY - GEN
T1 - An Indoor Positioning System based on Intelligent Terminal
AU - Yu, Haoran
AU - Gao, Yijie
AU - Wu, Jiang
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021
Y1 - 2021
N2 - Indoor positioning technology based on intelligent terminals can help locate users by the propagation characteristics of wireless signals such as Wi-Fi and Bluetooth. It is usually based on fingerprinting method and uses Receive Signal Strength (RSS) received by intelligent devices as the fingerprint to match the user's location. In this paper, we establish an indoor plane surface positioning system based on intelligent terminal, in which we use Wi-Fi fingerprinting method based on region division. To evaluate the effectiveness of this system, we perform simulation based on the power attenuation model of the wireless signal. Each step of the system is verified under ideal conditions and after introducing errors. The result shows that our system performs improve comparing with the common system based on KNN algorithm.
AB - Indoor positioning technology based on intelligent terminals can help locate users by the propagation characteristics of wireless signals such as Wi-Fi and Bluetooth. It is usually based on fingerprinting method and uses Receive Signal Strength (RSS) received by intelligent devices as the fingerprint to match the user's location. In this paper, we establish an indoor plane surface positioning system based on intelligent terminal, in which we use Wi-Fi fingerprinting method based on region division. To evaluate the effectiveness of this system, we perform simulation based on the power attenuation model of the wireless signal. Each step of the system is verified under ideal conditions and after introducing errors. The result shows that our system performs improve comparing with the common system based on KNN algorithm.
KW - Received Signal Strength
KW - Wi-Fi fingerprinting
KW - indoor positioning system
UR - https://www.scopus.com/pages/publications/85123470463
U2 - 10.1109/DSA52907.2021.00064
DO - 10.1109/DSA52907.2021.00064
M3 - 会议稿件
AN - SCOPUS:85123470463
T3 - Proceedings - 2021 8th International Conference on Dependable Systems and Their Applications, DSA 2021
SP - 428
EP - 433
BT - Proceedings - 2021 8th International Conference on Dependable Systems and Their Applications, DSA 2021
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 8th International Conference on Dependable Systems and Their Applications, DSA 2021
Y2 - 11 September 2021 through 12 September 2021
ER -