Random forest classifier in SDN framework for user-based indoor localization

R Gomes, M Ahsan, A Denton - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
Wireless indoor localization has gained importance over the past few years. Its application
ranges from turning on entertainment devices when we walk in a room to complementing …

A real-time indoor tracking system by fusing inertial sensor, radio signal and floor plan

JL Carrera, Z Zhao, T Braun, Z Li - … International Conference on …, 2016 - ieeexplore.ieee.org
The rapid growth of ubiquitous applications and location-based services has made indoor
navigation an interesting topic. Some indoor localization solutions exploit radio information …

Accurate WiFi localization by unsupervised fusion of extended candidate location set

X Guo, S Zhu, L Li, F Hu… - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
Fusing the predictions of multiple received signal strength (RSS)-based classifiers is an
efficient strategy to mitigate the impact of the fluctuation of the RSS. However, most of the …

Deep learning in indoor localization using WiFi

Z Turgut, S Üstebay, G Zeynep Gürkaş Aydın… - … : Proceedings of the …, 2019 - Springer
In this study, the indoor localization was performed on indoor networks. WiFi technology is
located in almost every building. For this reason, WiFi technology has been selected to …

A novel method of Wi-Fi indoor localization based on channel state information

J Li, Y Li, X Ji - 2016 8th International Conference on Wireless …, 2016 - ieeexplore.ieee.org
Traditional Wi-Fi indoor localization system based on big data technique suffers from great
degradation due to the instability and low space distinguish ability of received signal …

Passive localization of standard WiFi devices

S Li, M Hedley, K Bengston, D Humphrey… - IEEE Systems …, 2019 - ieeexplore.ieee.org
Ubiquitous wireless indoor localization can be achieved by leveraging the widespread
deployment of WiFi systems. Most existing WiFi-based localization solutions are based on …

GreenLoc: An energy efficient architecture for WiFi-based indoor localization on mobile phones

M Abdellatif, A Mtibaa, KA Harras… - 2013 IEEE International …, 2013 - ieeexplore.ieee.org
With the ubiquity of WiFi-enabled smartphones, and large-scale access point deployment,
WiFi-based localization is one of the most promising indoor localization systems. Existing …

MCMC-based indoor localization with a smart phone and sparse WiFi access points

Y Liu, Q Wang, J Liu, T Wark - 2012 IEEE International …, 2012 - ieeexplore.ieee.org
We present a novel indoor localization approach using a pocket-placed smart phone and
sparsely deployed WiFi access points (APs). Position information of a person carrying a …

Evaluation of WiFi-based indoor (WBI) positioning algorithm

A Aboodi, TC Wan - 2012 Third FTRA International Conference …, 2012 - ieeexplore.ieee.org
This paper proposes an indoor positioning algorithm, WBI based on WiFi Received Signal
Strength (RSS) technology in conjunction with trilateration techniques. The WBI algorithm …

Indoor localization using wireless fidelity (WiFi) and bluetooth low energy (BLE) signals

UM Qureshi, Z Umair, GP Hancke - 2019 IEEE 28th …, 2019 - ieeexplore.ieee.org
In this paper, we exploit the wireless signals of the two most common wireless standard
used in indoor environments ie Wireless Fidelity (WiFi) and Bluetooth Low Energy (BLE) for …