Stacking ensemble learning for non-line-of-sight detection of global navigation satellite system

Y Sun, L Fu - IEEE Transactions on Instrumentation and …, 2022 - ieeexplore.ieee.org
While the global navigation satellite system (GNSS) has been widely used to provide high-
precision location services in many applications, it usually suffers from performance …

A comprehensive survey on communication techniques for the realization of intelligent transportation systems in IoT based smart cities

Y Rajkumar, SVN Santhosh Kumar - Peer-to-Peer Networking and …, 2024 - Springer
Traffic has been on the rise since the past decade that pose threats to driving safety and
traffic efficiency. Intelligent Transportation System (ITS) evolved as an alternative solution to …

Hybrid artificial bee colony based neural network and dynamic threshold technique for predicting moving vehicle location and co-located objects

E Baby Anitha, S Sivaprakash, S Velmurugan… - Sādhanā, 2023 - Springer
Co-location pattern discovery contains processing data as well as a spatial context to
observe the classes of spatial objects that are often located together. Moreover, the existing …

Toward C-V2X Enabled Connected Transportation System: RSU-Based Cooperative Localization Framework for Autonomous Vehicles

Z Huang, S Chen, Y Pian, Z Sheng… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
An accurate and robust localization system is crucial for autonomous vehicles (AVs) to
enable safe driving in urban scenes. While existing global navigation satellite system …

Design and Implementation of Energy-Efficient Wireless Tire Sensing System with Delay Analysis for Intelligent Vehicles

S Mishra, JM Liang - IEEE Transactions on Intelligent Vehicles, 2024 - ieeexplore.ieee.org
The growing prevalence of Internet of Things (IoT) technologies has led to a rise in the
popularity of intelligent vehicles that incorporate a range of sensors to monitor various …

GNSS NLOS detection method based on stacking ensemble learning and applications in smartphones

F Zheng, Q Li, J Wang, X Gong, H Jia, C Zhang, C Shi - GPS Solutions, 2024 - Springer
Abstract Global Satellite Navigation System (GNSS) has been widely used in various high-
precision positioning services and has become an indispensable part of daily production …

An Enhanced GNSS/MINS Integrated Navigation System With a Wheel Velocity Predictor Based on Vehicle Dynamics Model

W Huang, Z Zhao, X Zhu, S Lei - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The GNSS/INS integrated navigation system is widely used in intelligent vehicles. Due to the
vulnerability of GNSS and the low accuracy of low-cost inertial devices, the performance of …

Multivariate Travel Time Forecasting in a Traffic Network Using Fuzzy Cognitive Mapping

DPM Abellana - 2023 IEEE World Conference on Applied …, 2023 - ieeexplore.ieee.org
Traffic forecasting is a crucial component in the implementation of efficient traffic
management and control. While various works have been made in this area, most of the …

Mobility-aware Vehicular Cloud formation mechanism for Vehicular Edge Computing environments

JBD da Costa, W Lobato, AM de Souza, E Cerqueira… - Ad Hoc Networks, 2023 - Elsevier
Rapid advancements in vehicular technology and increased vehicle modernization have led
to the emergence of intelligent and interconnected entities. As a result, the Vehicular Edge …

Integrity Validation of Railway Level Crossing Using Collision Risk Assessment

R Grewal, L Kumar, B Pandey, A Kumar - 2023 - researchsquare.com
Level crossing is identified as a critical and weak point in rail infrastructure. The safety of
railway crossing operation is mainly ensured by interlocking which controls (maintain) the …