Prediction on the urban GNSS measurement uncertainty based on deep learning networks with long short-term memory

G Zhang, P Xu, H Xu, LT Hsu - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
The GNSS performance could be significantly degraded by the interferences in an urban
canyon, such as the blockage of the direct signal and the measurement error due to …

Urban positioning: 3D mapping‐aided GNSS using dual‐frequency pseudorange measurements from smartphones

H Ng, G Zhang, Y Luo, L Hsu - Navigation, 2021 - Wiley Online Library
A smartphone with a highly sensitive antenna receiving numerous unhealthy measurements
suffers from non‐line‐of‐sight (NLOS) reception and multipath effects. 3D mapping‐aided …

A study on the real-time code-based GNSS positioning with Android smartphones

B Bahadur - Measurement, 2022 - Elsevier
This study concentrates on the real-time standalone positioning that depends on single-
frequency code observations with three smartphones, Xiaomi Mi 8, Google Pixel 4, and Pixel …

Structural Lines Aided Monocular Visual-Inertial-Wheel Odometry With Online IMU-Wheel Extrinsic Optimization on Manifold

C Pang, X Luo, J Wang, Z Fang - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In the article, we focus on the robustness of monocular visual-inertial-wheel odometry
(VIWO) in urban environments. In the urban environment, the rapid changes in terrain and …

DeepGPS: Deep Learning Enhanced GPS Positioning in Urban Canyons

Z Liu, J Liu, X Xu, K Wu - IEEE Transactions on Mobile …, 2022 - ieeexplore.ieee.org
Global Positioning System (GPS) has benefited many novel applications, eg, navigation,
ride-sharing, and location-based services, in our daily life. Although GPS works well in most …

A review of research on remote sensing images shadow detection and application to building extraction

X Dong, J Cao, W Zhao - European Journal of Remote Sensing, 2024 - Taylor & Francis
Buildings are one of the most important habitats for humans, and therefore, accurate
identification and extraction of building information in remote sensing images are crucial …

Coordinate frames and transformations in gnss ray-tracing for autonomous driving in urban areas

KN Baasch, L Icking, F Ruwisch, S Schön - Remote Sensing, 2022 - mdpi.com
3D Mapping-Aided (3DMA) Global Navigation Satellite System (GNSS) is a widely used
method to mitigate multipath errors. Various research has been presented which utilizes 3D …

Multi-Epoch Kriging-Based 3D Mapping-Aided GNSS and Doppler Measurement Fusion using Factor Graph Optimization

HF Ng, LT Hsu, G Zhang - NAVIGATION: Journal of the Institute of …, 2023 - navi.ion.org
Global navigation satellite system (GNSS) signal reflection over buildings degrades
positioning performance in urban canyons. Different three-dimensional (3D) mapping-aided …

A theoretical framework for relative localization

X Shen, L Xu, Y Liu, Y Shen - IEEE Transactions on Information …, 2023 - ieeexplore.ieee.org
Exploring the relative positions is a key issue in many emerging location-aware applications
such as autonomous driving and formation control, where there exists no infrastructure to …

Asymmetric positioning for NLOS mitigation

Q Zhong - Proceedings of the 36th International Technical …, 2023 - ion.org
Conventional GNSS positioning algorithms rely on the assumption that the pseudo-range
error follows a normal distribution, which allows for the use of statistical techniques and …