Advancements in perception system with multi-sensor fusion for embodied agents

H Du, L Ren, Y Wang, X Cao, C Sun - Information Fusion, 2024 - Elsevier
The multi-sensor data fusion perception technology, as a pivotal technique for achieving
complex environmental perception and decision-making, has been garnering extensive …

Eigen is all you need: Efficient lidar-inertial continuous-time odometry with internal association

TM Nguyen, X Xu, T **, Y Yang, J Li… - IEEE Robotics and …, 2024 - ieeexplore.ieee.org
In this letter, we propose a continuous-time lidar-inertial odometry (CT-LIO) system named
SLICT2, which promotes two main insights. One, contrary to conventional wisdom, CT-LIO …

BEVPlace++: Fast, Robust, and Lightweight LiDAR Global Localization for Unmanned Ground Vehicles

L Luo, SY Cao, X Li, J Xu, R Ai, Z Yu… - arxiv preprint arxiv …, 2024 - arxiv.org
This article introduces BEVPlace++, a novel, fast, and robust LiDAR global localization
method for unmanned ground vehicles. It uses lightweight convolutional neural networks …