The state of the art of deep learning-based Wi-Fi indoor positioning: A review

Y Lin, K Yu, F Zhu, J Bu, X Dua - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
Wi-Fi positioning has drawn great attention in the field of indoor positioning, due to its low
cost, easy deployment, and large positioning range. However, the Wi-Fi signal is highly …

Fl-amm: Federated learning augmented map matching with heterogeneous cellular moving trajectories

H Lu, F Lyu, H Wu, J Zhang, J Ren… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
Map matching is a fundamental component for location-based services (LBSs), such as
vehicle mobility analysis, navigation services, traffic scheduling, etc. In this paper, we …

PrNet: A Neural Network for Correcting Pseudoranges to Improve Positioning With Android Raw GNSS Measurements

X Weng, KV Ling, H Liu - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
We present a neural network for mitigating pseudoranges errors to improve localization
performance with data collected from mobile phones. A satellite-wise Multilayer Perceptron …

Citywide LoRa Network Deployment and Operation: Measurements, Analysis, and Implications

S Tong, J Wang, J Yang, Y Liu, J Zhang - … of the 21st ACM Conference on …, 2023 - dl.acm.org
LoRa, as a representative Low-Power Wide-Area Network (LPWAN) technology, holds
tremendous potential for various city and industrial applications. However, as there are few …

[PDF][PDF] A Review: Current Trend of Immersive Technologies for Indoor Navigation and the Algorithms.

MS Sariman, M Othman, RM Akir… - Pertanika Journal of …, 2024 - 119.40.116.186
The term “indoor navigation system” pertains to a technological or practical approach that
facilitates the navigation and orientation of individuals within indoor settings, such as …

Learning Road Network Index Structure for Efficient Map Matching

Z Liu, Y Zhou, X Liu, H Zhang, Y Dong… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Map matching aims to align GPS trajectories to their actual travel routes on a road network,
which is an essential pre-processing task for most of trajectory-based applications. Many …

Bringing Collaborative Positioning to Native 5G Systems for Enhanced 2D & 3D Location Services

YT Lin, NC Matson, K Sundaresan - Proceedings of the ACM on …, 2024 - dl.acm.org
5G's large bandwidths and ubiquity make it a promising candidate for catalyzing future
mobile services (emergency, V2X, XR, etc.) that benefit from accurate positioning over a …

RatioVLP: Ambient Light Noise Evaluation and Suppression in the Visible Light Positioning System

X Yang, Y Zhuang, M Shi, X Sun… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Visible Light Positioning (VLP), a promising indoor positioning technique, has gained wide
popularity worldwide because of its ubiquitous infrastructure, low power consumption, and …

Control Policy Learning Design for Vehicle Urban Positioning via BeiDou Navigation

Y Qin, C Zhang, C Chen, S **e, FL Lewis - Journal of Systems Science and …, 2024 - Springer
This paper presents a learning-based control policy design for point-to-point vehicle
positioning in the urban environment via BeiDou navigation. While navigating in urban …

GnssQuest: Questing for Suitable GNSS Satellites through Augmented Reality

X Weng, Y **, KV Ling - Proceedings of the 22nd ACM Conference on …, 2024 - dl.acm.org
This poster introduces an Augmented Reality (AR)-assisted framework to help exclude Non-
Line-of-Sight (NLOS) signals from the Global Navigation Satellite Systems (GNSS). We …