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 …

WiFi RSS fingerprinting indoor localization for mobile devices

WK Zegeye, SB Amsalu, Y Astatke… - 2016 IEEE 7th Annual …, 2016 - ieeexplore.ieee.org
… Abstract—While WiFi-based indoor localization is attractive, the need … , indoor localization
with no predeployment effort in an indoor space, such as an office building corridor, with WiFi

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

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 …

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 …

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

J Niu, B Wang, L Cheng… - 2015 IEEE international …, 2015 - ieeexplore.ieee.org
… In this paper, we develop an indoor localization system called WicLoc, which is … WiFi
fingerprinting and crowdsourcing. We design a fingerprint model to form fingerprints of each location

[HTML][HTML] WiFi indoor localization with CSI fingerprinting-based random forest

Y Wang, C Xiu, X Zhang, D Yang - Sensors, 2018 - mdpi.com
… on fingerprint storage. Thus, this paper presents a novel Random Forest fingerprinting localization
(… model trained in the offline stage as fingerprints in order to economize memory space …

Cnnloc: Deep-learning based indoor localization with wifi fingerprinting

X Song, X Fan, X He, C Xiang, Q Ye… - … Advanced & Trusted …, 2019 - ieeexplore.ieee.org
… based indoor Localization System with WiFi fingerprinting. By … Compared with the existing
indoor localization approaches, … and multi-floor indoor localization. Our model leverages a …

An enhanced WiFi indoor localization system based on machine learning

AH Salamah, M Tamazin, MA Sharkas… - … conference on indoor …, 2016 - ieeexplore.ieee.org
Indoor localization systems based on fingerprint approach can be categorized in two classes
of processing bases namely; the client base and the server base [9]. The processing bases …

A microscopic look at WiFi fingerprinting for indoor mobile phone localization in diverse environments

A Farshad, J Li, MK Marina… - … conference on indoor …, 2013 - ieeexplore.ieee.org
localization. In this study, we examine the impact of various aspects underlying a WiFi
fingerprinting … gerprinting and location estimation algorithms across different indoor environments …