Trustworthy Localization in IoT Networks: A Survey of Localization Techniques, Threats, and Mitigation

G Pettorru, V Pilloni, M Martalò - Sensors, 2024 - mdpi.com
The Internet of Things (IoT) has revolutionized the world, connecting billions of devices that
offer assistance in various aspects of users' daily lives. Context-aware IoT applications …

A federated learning framework for fingerprinting-based indoor localization in multibuilding and multifloor environments

B Gao, F Yang, N Cui, K Xiong, Y Lu… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
The participatory nature of federated learning (FL) makes it attractive for fingerprinting-based
indoor localization in multibuilding and multifloor environments. A group of sensing clients …

A survey on indoor positioning security and privacy

Y Sartayeva, HCB Chan - Computers & Security, 2023 - Elsevier
With rising demand for indoor location-based services (LBS) such as location-based
marketing, mobile navigation, etc., there has been considerable interest in indoor …

EdgeLoc: A robust and real-time localization system toward heterogeneous IoT devices

Q Ye, H Bie, KC Li, X Fan, L Gong… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Indoor localization has become an essential demand driven by indoor location-based
services (ILBSs) for mobile users. With the rising of Internet of Things (IoT), heterogeneous …

Unsupervised action segmentation via fast learning of semantically consistent actoms

Z Xing, W Zhao - Proceedings of the AAAI Conference on Artificial …, 2024 - ojs.aaai.org
Action segmentation serves as a pivotal component in comprehending videos,
encompassing the learning of a sequence of semantically consistent action units known as …

Constructing indoor region-based radio map without location labels

Z Xing, J Chen - IEEE Transactions on Signal Processing, 2024 - ieeexplore.ieee.org
Radio map construction requires a large amount of radio measurement data with location
labels, which imposes a high deployment cost. This paper develops a region-based radio …

A Lidar-assisted Self-localization Technology for Indoor Wireless Sensor Networks

Z Dou, Z Yao, Z Zhang, M Lu - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
The self-localization of wireless sensor networks (WSNs) is facing the problem of insufficient
positioning accuracy in indoor environment due to multipath and interference issues. At the …

SE-Loc: security-enhanced indoor localization with semi-supervised deep learning

Q Ye, X Fan, H Bie, D Puthal, T Wu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Wireless indoor localization has become unavoidable for industrial indoor location-based
services. Given the ubiquitous deployment of wireless access points (APs), Wi-Fi …

Fis-one: Floor identification system with one label for crowdsourced rf signals

W Zhuo, KH Chiu, J Chen, Z Zhao… - 2023 IEEE 43rd …, 2023 - ieeexplore.ieee.org
Floor labels of crowdsourced RF signals are crucial for many smart-city applications, such as
multi-floor indoor localization, geofencing, and robot surveillance. To build a prediction …

A Survey on Scalable Wireless Indoor Localization: Techniques, Approaches and Directions

AT Abraha, B Wang - Wireless Personal Communications, 2024 - Springer
The demand for scalable indoor localization systems is increasing more than ever due to the
emerging phenomena of the Internet of Things, industry 5.0, where humans and robots work …