GNSS/IMU/LiDAR fusion for vehicle localization in urban driving environments within a consensus framework

L Gao, X Xia, Z Zheng, J Ma - Mechanical Systems and Signal Processing, 2023 - Elsevier
The continuous, reliable, and accurate acquisition of position information is a fundamental
requirement for autonomous vehicles. It underpins perception, decision-making, and …

Integrated inertial-LiDAR-based map matching localization for varying environments

X Xia, NP Bhatt, A Khajepour… - IEEE transactions on …, 2023 - ieeexplore.ieee.org
Localization is critical for automated vehicles as it provides essential position, velocity, and
heading angle information to perform object tracking, trajectory prediction, motion planning …

A robust vehicle localization approach based on gnss/imu/dmi/lidar sensor fusion for autonomous vehicles

X Meng, H Wang, B Liu - Sensors, 2017 - mdpi.com
Precise and robust localization in a large-scale outdoor environment is essential for an
autonomous vehicle. In order to improve the performance of the fusion of GNSS (Global …

GNSS/Multi-Sensor Fusion Using Continuous-Time Factor Graph Optimization for Robust Localization

H Zhang, CC Chen, H Vallery, TD Barfoot - arXiv preprint arXiv …, 2023 - arxiv.org
Accurate and robust vehicle localization in highly urbanized areas is challenging. Sensors
are often corrupted in those complicated and large-scale environments. This paper …

UrbanLoco: A full sensor suite dataset for mapping and localization in urban scenes

W Wen, Y Zhou, G Zhang… - … on robotics and …, 2020 - ieeexplore.ieee.org
Mapping and localization is a critical module of autonomous driving, and significant
achievements have been reached in this field. Beyond Global Navigation Satellite System …

GNSS-augmented lidar slam for accurate vehicle localization in large scale urban environments

K Ćwian, MR Nowicki… - 2022 17th International …, 2022 - ieeexplore.ieee.org
Although accurate and reliable localization is a prerequisite for autonomous driving, in
urban environments neither the Global Navigation Satellite System (GNSS) nor the …

Map matching for vehicle localization based on serial lidar sensors

A Schlichting, F Zachert… - 2019 IEEE Intelligent …, 2019 - ieeexplore.ieee.org
For highly and fully automated driving an accurate vehicle localization is crucial. At any time
the position has to be known within an accuracy of a few decimeters, which can not be …

Simultaneous localization of rail vehicles and mapping of surroundings with LiDAR-inertial-GNSS integration

Y Wang, Y Lou, W Song, Z Tu, Y Wang… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
Accurate rail vehicle positioning is crucial for railroad operational safety. Modern light
detection and ranging (LiDAR) simultaneously localization and mapping (SLAM) systems …

Robust and precise vehicle localization based on multi-sensor fusion in diverse city scenes

G Wan, X Yang, R Cai, H Li, Y Zhou… - … on robotics and …, 2018 - ieeexplore.ieee.org
We present a robust and precise localization system that achieves centimeter-level
localization accuracy in disparate city scenes. Our system adaptively uses information from …

GLIO: Tightly-coupled GNSS/LiDAR/IMU integration for continuous and drift-free state estimation of intelligent vehicles in urban areas

X Liu, W Wen, LT Hsu - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
Intelligent vehicles demand reliable, continuous, and accurate positioning capability. Light
Detection and Ranging (LiDAR)-inertial odometry (LIO) provides precise continuous relative …