A survey of deep learning approaches for WiFi-based indoor positioning

X Feng, KA Nguyen, Z Luo - Journal of Information and …, 2022 - Taylor & Francis
One of the most popular approaches for indoor positioning is WiFi fingerprinting, which has
been intrinsically tackled as a traditional machine learning problem since the beginning, to …

[PDF][PDF] A survey of ranging techniques for vehicle localization in intelligence transportation system: challenges and opportunities

Y Bakhuraisa, A Abd Aziz, KG Tan… - International Journal of …, 2022 - academia.edu
Observing the vehicles movement becomes an urgent necessity due to exponentially
increasing numbers of vehicles in the world. However, to this regard, a good deal of …

CarFi: Rider Localization Using Wi-Fi CSI

S Munir, H Chen, S Fang, M Monjur, S Lin… - arXiv preprint arXiv …, 2022 - arxiv.org
With the rise of hailing services, people are increasingly relying on shared mobility (eg,
Uber, Lyft) drivers to pick up for transportation. However, such drivers and riders have …

Building Visual Maps from Two-Camera Views for Intelligent Vehicle Localization in Underground Parking Lots

G Huang, N Xu, L Lu, Z Ping… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Robust and reliable localization is important for intelligent vehicles, especially in GPS-blind
areas, such as underground parking lots. A novel localization frame by building two-layer …

A high-precision indoor positioning scheme based on feature code and lighting device

J Yang, L Feng, P He, W Chen, A Yang… - IEEE Systems …, 2022 - ieeexplore.ieee.org
Visible light positioning is one of the schemes based on driving modulation to achieve high
accuracy of indoor positioning. However, it has shortcomings in system deployment …

extendGAN+: Transferable Data Augmentation Framework Using WGAN-GP for Data-Driven Indoor Localisation Model

S Yean, W Goh, BS Lee, HL Oh - Sensors, 2023 - mdpi.com
For indoor localisation, a challenge in data-driven localisation is to ensure sufficient data to
train the prediction model to produce a good accuracy. However, for WiFi-based data …

CarFi: Rider Side Localization using Wi-Fi CSI

S Munir, H Chen, S Fang, M Monjur… - 2023 IEEE 20th …, 2023 - ieeexplore.ieee.org
With the rise of hailing services, people are increasingly relying on shared mobility (eg,
Uber, Lyft) drivers to pick up for transportation. However, such drivers and riders have …

Uma abordagem para localização em ambientes internos baseada em impressão digital do sinal de Wi-Fi e aprendizagem de máquina

FA Silva - 2020 - repositorio.ufpb.br
Os serviços baseados em localização interna (​ Indoor Location Based Services–ILBS​)
vêm atraindo muita atenção nos últimos anos por causa de seu potencial social e comercial …