Machine Learning-Aided Cooperative Localization under Dense Urban Environment

H Lee, HK Kim, SH Oh, SH Lee - arXiv preprint arXiv:2404.04096, 2024 - arxiv.org
Future wireless network technology provides automobiles with the connectivity feature to
consolidate the concept of vehicular networks that collaborate on conducting cooperative …

Machine Learning-Aided Cooperative Localization under A Dense Urban Environment: Demonstrates Universal Feasibility

H Lee, HK Kim, SH Oh, SH Lee - IEEE Vehicular Technology …, 2024 - ieeexplore.ieee.org
Future wireless network technology will provide automobiles with a connectivity feature to
consolidate the concept of vehicular networks that collaborate in conducting cooperative …

Interpenetrating Cooperative Localization in Dynamic Connected Vehicle Networks

H Zhao, Z Mo, M Shen, J Sun, D Zhao - arXiv preprint arXiv:1804.10064, 2018 - arxiv.org
In this paper, we proposed the Interpenetrating Cooperative Localization (ICL) method to
enhance the localization accuracy in dynamic connected vehicle networks. This mechanism …

Graph based cooperative localization for connected and semi-autonomous vehicles

N Piperigkos, AS Lalos… - 2020 IEEE 25th …, 2020 - ieeexplore.ieee.org
Cooperative Real-time Localization is expected to play a crucial role in various applications
in the field of Connected and Semi-Autonomous vehicles (CAVs), such as collision …

Decentralized scheduling for cooperative localization with deep reinforcement learning

B Peng, G Seco-Granados, E Steinmetz… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Cooperative localization is a promising solution to the vehicular high-accuracy localization
problem. Despite its high potential, exhaustive measurement and information exchange …

Collaborative localization with truth discovery for heterogeneous and dynamic vehicular networks

F Wen, T Svensson - 2020 IEEE 91st Vehicular Technology …, 2020 - ieeexplore.ieee.org
Collaborative localization over vehicular networks is challenging if quality varies among the
collected multiple sources of information. These information sources are either from vehicle …

Distributed cooperative localization framework via consensus optimization

M Ashour, AH Sakr, R Guo - 2020 IEEE 92nd Vehicular …, 2020 - ieeexplore.ieee.org
Continuous and reliable flow of navigation information is a pressing need for safer and
smarter transportation systems. Vehicles with various levels of autonomy are now …

[HTML][HTML] Vehicular localization enhancement via consensus

HK Kim, M Kim, SH Lee - Sensors, 2020 - mdpi.com
This paper presents a strategy to cooperatively enhance the vehicular localization in vehicle-
to-everything (V2X) networks by exchanges and updates of local data in a consensus-based …

Implicit cooperative positioning in vehicular networks

G Soatti, M Nicoli, N Garcia, B Denis… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Absolute positioning of vehicles is based on Global Navigation Satellite Systems (GNSSs)
combined with on-board sensors and high-resolution maps. In cooperative intelligent …

Cv2x-loca: Roadside unit-enabled cooperative localization framework for autonomous vehicles

Z Huang, S Chen, Y Pian, Z Sheng, S Ahn… - arXiv preprint arXiv …, 2023 - arxiv.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 …