A Review of Crowdsourcing Update Methods for High-Definition Maps

Y Guo, J Zhou, X Li, Y Tang, Z Lv - ISPRS International Journal of Geo …, 2024 - mdpi.com
High-definition (HD) maps serve as crucial infrastructure for autonomous driving technology,
facilitating vehicles in positioning, environmental perception, and motion planning without …

Real-time HD map change detection for crowdsourcing update based on mid-to-high-end sensors

P Zhang, M Zhang, J Liu - Sensors, 2021 - mdpi.com
Continuous maintenance and real-time update of high-definition (HD) maps is a big
challenge. With the development of autonomous driving, more and more vehicles are …

Data Collection for HD Map Updates through MEC-assisted Vehicle Crowdsourcing: A Trade off between Accuracy and Cost

Y Zhao, Y Deng, H Zhang… - 2023 IEEE 23rd …, 2023 - ieeexplore.ieee.org
The integration of vehicle crowdsourcing with Multi-access Edge Computing (MEC) has
emerged as an efficient way for real-time data collection for high-definition (HD) map …

High precision map crowdsource update technology and SLAM technology-Application in autonomous driving

D Liu - Journal of Physics: Conference Series, 2024 - iopscience.iop.org
In response to the challenges faced by real-time dynamic updates of high-precision maps for
autonomous driving in terms of high precision, high reliability, and high safety, this paper …

Post-analysis of OSM-GAN spatial change detection

L Niroshan, JD Carswell - International Symposium on Web and Wireless …, 2022 - Springer
Keeping crowdsourced maps up-to-date is important for a wide range of location-based
applications (route planning, urban planning, navigation, tourism, etc.). We propose a novel …

CrowdGIS: Updating digital maps via mobile crowdsensing

Z Peng, S Gao, B Xiao, S Guo… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Accurate digital maps play a crucial role in various location-based services and applications.
However, store information is usually missing or outdated in current maps. In this paper, we …

Dual-Role AoI-based Incentive Mechanism for HD map Crowdsourcing

W Ye, B Liu, Y Luo, J Huang - arXiv preprint arXiv:2405.00353, 2024 - arxiv.org
A high-quality fresh high-definition (HD) map is vital in enhancing transportation efficiency
and safety in autonomous driving. Vehicle-based crowdsourcing offers a promising …

Cloud Update of Geodetic Normal Distribution Map Based on Crowd‐Sourcing Detection against Road Environment Changes

C Kim, S Cho, M Sunwoo, P Resende… - Journal of Advanced …, 2022 - Wiley Online Library
LiDAR‐based localization has been widely used for the pose estimation of autonomous
vehicles. Since the localization requires a sustainable map reflecting environment changes …

Exploring maintenance practices in crowd-mapping

G Quattrone, M Dittus, L Capra - … of the 27th ACM Conference on …, 2016 - dl.acm.org
Crowd-mapping is a form of collaborative work that empowers users to gather and share
geographic knowledge. OpenStreetMap is one of the most successful examples of such …

Construction and application of artificial intelligence crowdsourcing map based on multi-track GPS data

Y Wang, Y Zhou, H Ji, Z He… - 2024 7th International …, 2024 - ieeexplore.ieee.org
In recent years, the rapid development of high-precision map technology combined with
artificial intelligence has ushered in a new development opportunity in the field of intelligent …