A survey of active and passive indoor localisation systems

G Deak, K Curran, J Condell - Computer Communications, 2012 - Elsevier
In recent years the need for indoor localisation has increased. Earlier systems have been
deployed in order to demonstrate that indoor localisation can be done. Many researchers …

Indoor positioning technologies without offline fingerprinting map: A survey

B Jang, H Kim - IEEE Communications Surveys & Tutorials, 2018 - ieeexplore.ieee.org
Fingerprint-based wireless indoor positioning approaches are widely used for location-
based services because wireless signals, such as Wi-Fi and Bluetooth, are currently …

UJIIndoorLoc: A new multi-building and multi-floor database for WLAN fingerprint-based indoor localization problems

J Torres-Sospedra, R Montoliu… - … on indoor positioning …, 2014 - ieeexplore.ieee.org
Although indoor localization is a key topic for mobile computing, it is still very difficult for the
mobile sensing community to compare state-of-art localization algorithms due to the scarcity …

Growing an organic indoor location system

J Park, B Charrow, D Curtis, J Battat, E Minkov… - Proceedings of the 8th …, 2010 - dl.acm.org
Most current methods for 802.11-based indoor localization depend on surveys conducted by
experts or skilled technicians. Some recent systems have incorporated surveying by users …

Distance-based interpolation and extrapolation methods for RSS-based localization with indoor wireless signals

J Talvitie, M Renfors, ES Lohan - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Wireless local area network (WLAN)-based fingerprinting using received signal strength
(RSS) has been considered to be one solution for indoor positioning. However, one widely …

The death and rebirth of privacy-preserving WiFi fingerprint localization with Paillier encryption

Z Yang, K Järvinen - IEEE INFOCOM 2018-IEEE conference on …, 2018 - ieeexplore.ieee.org
Localization based on premeasured WiFi fingerprints is a popular method for indoor
localization where satellite based positioning systems are unavailable. In these systems …

A theoretical analysis on sampling size in WiFi fingerprint-based localization

B Huang, R Yang, B Jia, W Li… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This paper deals with a key problem in WiFi fingerprint-based localization, namely how to
sample a sufficient number of received signal strength (RSS) measurements during an …

Received signal strength based indoor positioning using a random vector functional link network

W Cui, L Zhang, B Li, J Guo, W Meng… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
Fingerprinting based indoor positioning system is gaining more research interest under the
umbrella of location-based services. However, existing works have certain limitations in …

Recent advances in RF-based passive device-free localisation for indoor applications

S Palipana, B Pietropaoli, D Pesch - Ad Hoc Networks, 2017 - Elsevier
Radio frequency (RF) based indoor localisation techniques have gained much attention
over the past nearly three decades. Such techniques can be classified as active and passive …

A fast indoor positioning using a Knowledge-Distilled Convolutional Neural Network (KD-CNN)

AB Mazlan, YH Ng, CK Tan - IEEE access, 2022 - ieeexplore.ieee.org
Fingerprint-based indoor positioning systems (F-IPS) may provide inexpensive solutions to
GPS-denied environments. Most F-IPSs adopt traditional machine learning for position …