An indoor WLAN location algorithm based on fingerprint database processing

G Liu, Z Qian, X Wang - … Journal of Pattern Recognition and Artificial …, 2020 - World Scientific
Indoor positioning technology based on the Wireless Local Area Network (WLAN)
fingerprinting method is becoming a promising choice as for ubiquitous WLAN infrastructure …

Research on indoor location algorithm based on WIFI

G Yang, S Fu - Proceedings of the International Symposium on Big …, 2018 - dl.acm.org
With the wide application of mobile Internet, location-based service demands are more and
more extensive. In the indoor positioning technology, the location fingerprinting method …

Indoor Wi-Fi positioning algorithm based on location fingerprint

X Cui, M Wang, J Li, M Ji, J Yang, J Liu… - Mobile Networks and …, 2021 - Springer
Currently most of the existing indoor fingerprint positioning algorithms are based on
fingerprint database. The accuracy of the fingerprint database will directly affect the final …

Fingerprint indoor positioning algorithm based on affinity propagation clustering

Z Tian, X Tang, M Zhou, Z Tan - EURASIP Journal on Wireless …, 2013 - Springer
Recently, the fingerprint-based wireless local area network (WLAN) positioning has gained
significant interest. A probability distribution-aided indoor positioning algorithm based on the …

Research on indoor location method based on WLAN signal location fingerprints

T Wang, T Wang, H Gao, Y Li - Advances in Internet, Data & Web …, 2018 - Springer
Since the outdoor positioning technology has matured, people pay more attention to the
development of indoor positioning technology in recent years. The use of existing WLAN …

Multi-fingerprints joint indoor positioning algorithm in WLAN based on Kalman filter and database of partitioned AP ID

Z Hui-qing, X Jian-bo, Z Jing-li - The 26th Chinese Control and …, 2014 - ieeexplore.ieee.org
According to the existing problems in the WLAN fingerprint positioning technology and
wireless signal propagation characteristics under indoor environment, this paper proposes a …

Learning to improve WLAN indoor positioning accuracy based on DBSCAN-KRF algorithm from RSS fingerprint data

K Wang, X Yu, Q Xiong, Q Zhu, W Lu, Y Huang… - IEEE …, 2019 - ieeexplore.ieee.org
WLAN-based indoor positioning algorithm has the characteristics of simple layout and low
price, and it has gradually become a hotspot in both academia and industry. However, due …

An efficient indoor location system in WLAN based on database partition and Euclidean distance-weighted Pearson correlation coefficient

G Chen, Q Liu, Y Wei, Q Yu - 2016 2nd IEEE International …, 2016 - ieeexplore.ieee.org
This paper proposes an indoor location system in WLAN based on fingerprint Database
Partition and Euclidean Distance-Weighted Pearson Correlation Coefficient which use a …

An innovative indoor location algorithm based on supervised learning and wifi fingerprint classification

C Chao, M Xiaoran - Signal and Information Processing, Networking and …, 2018 - Springer
By studying the characteristics of WIFI fingerprint signals and combining supervised learning
methods in machine learning, an innovative indoor location algorithm based on Naïve …

Indoor mobile localization based on Wi-Fi fingerprint's important access point

P Jiang, Y Zhang, W Fu, H Liu… - International Journal of …, 2015 - journals.sagepub.com
With the development of the wireless communication technology and intelligent mobile
phone, the positioning services based on Wi-Fi and mobile phone are increasingly …