Review of indoor positioning: Radio wave technology

T Kim Geok, K Zar Aung, M Sandar Aung, M Thu Soe… - Applied Sciences, 2020 - mdpi.com
The indoor positioning system (IPS) is becoming increasing important in accurately
determining the locations of objects by the utilization of micro-electro-mechanical-systems …

Modeling occupant behavior in buildings

S Carlucci, M De Simone, SK Firth, MB Kjærgaard… - Building and …, 2020 - Elsevier
In the last four decades several methods have been used to model occupants' presence and
actions (OPA) in buildings according to different purposes, available computational power …

Semisupervised deep reinforcement learning in support of IoT and smart city services

M Mohammadi, A Al-Fuqaha… - IEEE Internet of Things …, 2017 - ieeexplore.ieee.org
Smart services are an important element of the smart cities and the Internet of Things (IoT)
ecosystems where the intelligence behind the services is obtained and improved through …

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
Wi-Fi-based localization using received signal strength (RSS) with pedestrian dead
reckoning (PDR) algorithm is widely used to track pedestrians in indoor environments …

Model-based localization and tracking using bluetooth low-energy beacons

FS Daniş, AT Cemgil - Sensors, 2017 - mdpi.com
We introduce a high precision localization and tracking method that makes use of cheap
Bluetooth low-energy (BLE) beacons only. We track the position of a moving sensor by …

Experience: Pushing indoor localization from laboratory to the wild

J Ni, F Zhang, J Xiong, Q Huang, Z Chang… - Proceedings of the 28th …, 2022 - dl.acm.org
While GPS-based outdoor localization has become a norm, very few indoor localization
systems have been deployed and used. In this paper, we share our 5-year experience on …

Random forest learning based indoor localization as an IoT service for smart buildings

PS Varma, V Anand - Wireless Personal Communications, 2021 - Springer
More buildings are becoming smart day by day which play a key role in development of
smart cities and Internet of Things is essential in the development of such smart buildings …

QuickLoc: adaptive deep-learning for fast indoor localization with mobile devices

S Tiku, P Kale, S Pasricha - ACM Transactions on Cyber-Physical …, 2021 - dl.acm.org
Indoor localization services are a crucial aspect for the realization of smart cyber-physical
systems within cities of the future. Such services are poised to reinvent the process of …

Study on an indoor positioning system for harsh environments based on Wi-Fi and bluetooth low energy

G De Blasio, A Quesada-Arencibia, CR García… - Sensors, 2017 - mdpi.com
This paper presents a study of positioning system that provides advanced information
services based on Wi-Fi and Bluetooth Low Energy (BLE) technologies. It uses Wi-Fi for …

Experience: Practical indoor localization for malls

Y Hu, F Qian, Z Yin, Z Li, Z Ji, Y Han, Q Xu… - Proceedings of the 28th …, 2022 - dl.acm.org
We report our experiences of developing, deploying, and evaluating MLoc, a smartphone-
based indoor localization system for malls. MLoc uses Bluetooth Low Energy RSSI and …