Machine learning based indoor localization using Wi-Fi RSSI fingerprints: An overview

N Singh, S Choe, R Punmiya - IEEE access, 2021 - ieeexplore.ieee.org
In the era of the Internet of Things (IoT) and Industry 4.0, the indoor usage of smart devices is
expected to increase, thereby making their location information more important. Based on …

Modern WLAN fingerprinting indoor positioning methods and deployment challenges

A Khalajmehrabadi, N Gatsis… - … Surveys & Tutorials, 2017 - ieeexplore.ieee.org
Wireless local area networks (WLANs) have become a promising choice for indoor
positioning as the only existing and established infrastructure, to localize the mobile and …

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 …

A meta-review of indoor positioning systems

GM Mendoza-Silva, J Torres-Sospedra, J Huerta - Sensors, 2019 - mdpi.com
An accurate and reliable Indoor Positioning System (IPS) applicable to most indoor
scenarios has been sought for many years. The number of technologies, techniques, and …

Indoor fingerprint positioning based on Wi-Fi: An overview

S Xia, Y Liu, G Yuan, M Zhu, Z Wang - ISPRS International Journal of Geo …, 2017 - mdpi.com
The widely applied location-based services require a high standard for positioning
technology. Currently, outdoor positioning has been a great success; however, indoor …

A survey of indoor positioning systems for wireless personal networks

Y Gu, A Lo, I Niemegeers - IEEE Communications surveys & …, 2009 - ieeexplore.ieee.org
Recently, indoor positioning systems (IPSs) have been designed to provide location
information of persons and devices. The position information enables location-based …

Enhanced fingerprinting and trajectory prediction for IoT localization in smart buildings

K Lin, M Chen, J Deng, MM Hassan… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Location service is one of the primary services in smart automated systems of Internet of
Things (IoT). For various location-based services, accurate localization has become a key …

Multipath assisted positioning with simultaneous localization and mapping

C Gentner, T Jost, W Wang, S Zhang… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
This paper describes an algorithm that exploits multipath propagation for position estimation
of mobile receivers. We apply a novel algorithm based on recursive Bayesian filtering …

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 …

Indoor positioning using visible led lights: A survey

NU Hassan, A Naeem, MA Pasha, T Jadoon… - ACM Computing …, 2015 - dl.acm.org
Visible light LEDs, due to their numerous advantages, are expected to become the dominant
indoor lighting technology. These lights can also be switched ON/OFF at high frequency …