Survey on indoor localization system and recent advances of WIFI fingerprinting technique

C Basri, A El Khadimi - 2016 5th international conference on …, 2016 - ieeexplore.ieee.org
… Most indoor localization approaches adopt WLAN … indoor localization technologies, methods
and performance metrics, and makes benchmark of existing solutions of Wi-Fi fingerprinting

WicLoc: An indoor localization system based on WiFi fingerprints and crowdsourcing

J Niu, B Wang, L Cheng… - 2015 IEEE international …, 2015 - ieeexplore.ieee.org
… construct the fingerprint database, in place of the previous site survey. In this paper, we
develop an indoor localization system called WicLoc, which is based on WiFi fingerprinting and …

[PDF][PDF] An improved location estimation method for wifi fingerprint-based indoor localization

J So, JY Lee, CH Yoon, H Park - … Journal of Software Engineering and Its …, 2013 - Citeseer
… of using Wifi for indoor localization: fingerprint-based and model-based. The fingerprint-based …
In Section 4, we discuss related works regarding indoor localization. Finally, we conclude …

Indoor localization with WiFi fingerprinting using convolutional neural network

JW Jang, SN Hong - 2018 Tenth International Conference on …, 2018 - ieeexplore.ieee.org
WIFI FINGERPRINTING In this section, we present a WiFi fingerprinting using a CNN for
indoor … The proposed CNN classifier identifies the location of a user (eg, building ID and floor …

ZIL: An energy-efficient indoor localization system using ZigBee radio to detect WiFi fingerprints

J Niu, B Wang, L Shu, TQ Duong… - IEEE Journal on …, 2015 - ieeexplore.ieee.org
… for WiFi fingerprint-based indoor localization, using ZigBee interfaces on the clients to capture
beacon frames broadcasted by WiFi APs, … the WiFi fingerprints. Furthermore, we propose a …

Joint activity recognition and indoor localization with WiFi fingerprints

F Wang, J Feng, Y Zhao, X Zhang, S Zhang… - IEEE Access, 2019 - ieeexplore.ieee.org
… For temporal WiFi fingerprints, we design a C1D based on the … the joint task of activity
recognition and indoor localization. … indoor localization, we find that the task of indoor localization

Energy-efficient indoor localization WiFi-fingerprint system: An experimental study

JLS González, LMS Morillo, JA Álvarez-García… - IEEE …, 2019 - ieeexplore.ieee.org
… ENERGY SAVING RESULTS This paper develops an indoor localization system based on
WiFi networks that, in addition to accuracy, has taken into account the energy efficiency of the …

WiFi fingerprinting indoor localization using local feature-based deep LSTM

Z Chen, H Zou, JF Yang, H Jiang, L Xie - IEEE Systems Journal, 2019 - ieeexplore.ieee.org
… The proposed architecture of LF-DLSTM for WiFi fingerprinting indoor localization is also
presented in this section. Section III illustrates the experimental setup and presents the …

A novel convolutional neural network based indoor localization framework with WiFi fingerprinting

X Song, X Fan, C Xiang, Q Ye, L Liu, Z Wang… - IEEE …, 2019 - ieeexplore.ieee.org
… directly affect the accuracy of localization results. To address the above issues, we propose
CNNLoc, a CNNbased indoor Localization System with WiFi fingerprinting. By leveraging the …

Augmentation of fingerprints for indoor WiFi localization based on Gaussian process regression

W Sun, M Xue, H Yu, H Tang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
… To improve the accuracy of WiFi-based indoor localization, we present GPR models to
predict the spatial distribution of signal strength in the uncalibrated domain with limited known …