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

C Basri, A El Khadimi - … on multimedia computing and systems  …, 2016 - ieeexplore.ieee.org
… Several technologies are deployed to construct an efficient indoor positioning system. A …
while choosing the best system. Most indoor localization approaches adopt WLAN as the basic …

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 …

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
indoor localization system called ZigBee assisted indoor localization (ZIL) based on WiFi
fingerprints via … to collect mixed WiFi signals, which include non-periodic WiFi data and periodic …

WiFi fingerprint indoor positioning system using probability distribution comparison

N Le Dortz, F Gain, P Zetterberg - 2012 IEEE international …, 2012 - ieeexplore.ieee.org
… While outdoor navigation based on GPS and/or cellular systems works well, indoorindoor
positioning method based on Wi-Fi fingerprints, ie RSSI measurements from multiple Wi-Fi

An enhanced WiFi indoor localization system based on machine learning

AH Salamah, M Tamazin, MA Sharkas… - … on indoor positioning …, 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 …

WiDeep: WiFi-based accurate and robust indoor localization system using deep learning

M Abbas, M Elhamshary, H Rizk… - 2019 IEEE …, 2019 - ieeexplore.ieee.org
… In this paper, we propose WiDeep: a WiFi-based indoor fingerprinting localization system
that can achieve robust and high accuracy tracking in the presence of device heterogeneity. To …

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 …

Indoor localization system based on hybrid Wi-Fi/BLE and hierarchical topological fingerprinting approach

RC Luo, TJ Hsiao - IEEE Transactions on Vehicular Technology, 2019 - ieeexplore.ieee.org
… approach for general real-world indoor environments as shown in Fig. 1. The … a hybrid
Wi-Fi/BLE localization system for indoor environments where there is a preexisting system of Wi-Fi

CapsLoc: A robust indoor localization system with WiFi fingerprinting using capsule networks

Q Ye, X Fan, G Fang, H Bie, X Song… - ICC 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
localization accuracy with WiFi fingerprinting, in this paper, we propose CapsLoc, a robust
indoor localization system … extract hierarchical structures from WiFi fingerprint with three main …

An effective random statistical method for Indoor Positioning System using WiFi fingerprinting

DB Ninh, J He, VT Trung, DP Huy - Future Generation Computer Systems, 2020 - Elsevier
… proposed for Indoor Positioning System (IPS) using WiFi fingerprinting. … positioning process.
The offline handling process is used to collect a large number of WiFi signals at each indoor