Indoor navigation: State of the art and future trends

N El-Sheimy, Y Li - Satellite Navigation, 2021 - Springer
This paper reviews the state of the art and future trends of indoor Positioning, Localization,
and Navigation (PLAN). It covers the requirements, the main players, sensors, and …

A survey on fusion-based indoor positioning

X Guo, N Ansari, F Hu, Y Shao… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
Demands for indoor positioning based services (IPS) in commercial and military fields have
spurred many positioning systems and techniques. Complex electromagnetic environments …

[HTML][HTML] Multi-sensor integrated navigation/positioning systems using data fusion: From analytics-based to learning-based approaches

Y Zhuang, X Sun, Y Li, J Huai, L Hua, X Yang, X Cao… - Information …, 2023 - Elsevier
Navigation/positioning systems have become critical to many applications, such as
autonomous driving, Internet of Things (IoT), Unmanned Aerial Vehicle (UAV), and smart …

Kalman-filter-based integration of IMU and UWB for high-accuracy indoor positioning and navigation

D Feng, C Wang, C He, Y Zhuang… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
The emerging Internet of Things (IoT) applications, such as smart manufacturing and smart
home, lead to a huge demand on the provisioning of low-cost and high-accuracy positioning …

Toward location-enabled IoT (LE-IoT): IoT positioning techniques, error sources, and error mitigation

Y Li, Y Zhuang, X Hu, Z Gao, J Hu… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
Localization techniques are becoming key to add location context to the Internet-of-Things
(IoT) data without human perception and intervention. Meanwhile, the newly emerged low …

Kalman filter-based data fusion of Wi-Fi RTT and PDR for indoor localization

X Liu, B Zhou, P Huang, W Xue, Q Li… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
The Fine Time Measurement (FTM) protocol introduced by IEEE 802.11 includes a new
ranging method, named Wi-Fi Round Trip Time (Wi-Fi RTT), which can be used for indoor …

Indoor location identification technologies for real-time IoT-based applications: An inclusive survey

G Oguntala, R Abd-Alhameed, S Jones, J Noras… - Computer Science …, 2018 - Elsevier
The advent of the Internet of Things has witnessed tremendous success in the application of
wireless sensor networks and ubiquitous computing for diverse smart-based applications …

Inertial/magnetic sensors based pedestrian dead reckoning by means of multi-sensor fusion

S Qiu, Z Wang, H Zhao, K Qin, Z Li, H Hu - Information Fusion, 2018 - Elsevier
The challenges of self-contained sensor based pedestrian dead reckoning (PDR) are mainly
sensor installation errors and path integral errors caused by sensor variance, and both may …

Deep reinforcement learning (DRL): Another perspective for unsupervised wireless localization

Y Li, X Hu, Y Zhuang, Z Gao, P Zhang… - ieee internet of things …, 2019 - ieeexplore.ieee.org
Location is key to spatialize Internet of Things (IoT) data. However, it is challenging to use
low-cost IoT devices for robust unsupervised localization (ie, localization without training …

Pedestrian dead reckoning based on walking pattern recognition and online magnetic fingerprint trajectory calibration

Q Wang, H Luo, H Xiong, A Men, F Zhao… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
With the explosive development of pervasive computing and the Internet of Things (IoT),
indoor positioning and navigation have attracted immense attention over recent years …