3 papers
cs.RO2025
Semantic-LiDAR-Inertial-Wheel Odometry Fusion for Robust Localization in Large-Scale Dynamic Environments
Haoxuan Jiang, Peicong Qian, Yusen Xie +4
Reliable, drift-free global localization presents significant challenges yet remains crucial for autonomous navigation in large-scale dynamic environments. In this paper, we introd…
cs.RO2025
DuLoc: Life-Long Dual-Layer Localization in Changing and Dynamic Expansive Scenarios
Haoxuan Jiang, Peicong Qian, Yusen Xie +3
LiDAR-based localization serves as a critical component in autonomous systems, yet existing approaches face persistent challenges in balancing repeatability, accuracy, and environm…
cs.RO2025
UDMC: Unified Decision-Making and Control Framework for Urban Autonomous Driving with Motion Prediction of Traffic Participants
Haichao Liu, Kai Chen, Yulin Li +3
Current autonomous driving systems often struggle to balance decision-making and motion control while ensuring safety and traffic rule compliance, especially in complex urban envir…