76 citations · 131 across the 8 of their papers we have counts for
7 papers · 1 filter
GNIO: Gated Neural Inertial Odometry
Dapeng Feng, Yizhen Yin, Zhiqiang Chen +2
Inertial navigation using low-cost MEMS sensors is plagued by rapid drift due to sensor noise and bias instability. While recent data-driven approaches have made significant stride…
Breaking the Static Assumption: A Dynamic-Aware LIO Framework Via Spatio-Temporal Normal Analysis
Chen Zhiqiang, Le Gentil Cedric, Lin Fuling +5
This paper addresses the challenge of Lidar-Inertial Odometry (LIO) in dynamic environments, where conventional methods often fail due to their static-world assumptions. Traditiona…
Heterogeneous LiDAR Dataset for Benchmarking Robust Localization in Diverse Degenerate Scenarios
Zhiqiang Chen, Yuhua Qi, Dapeng Feng +6
The ability to estimate pose and generate maps using 3D LiDAR significantly enhances robotic system autonomy. However, existing open-source datasets lack representation of geometri…
RELEAD: Resilient Localization with Enhanced LiDAR Odometry in Adverse Environments
Zhiqiang Chen, Hongbo Chen, Yuhua Qi +5
LiDAR-based localization is valuable for applications like mining surveys and underground facility maintenance. However, existing methods can struggle when dealing with uninformati…
CoLRIO: LiDAR-Ranging-Inertial Centralized State Estimation for Robotic Swarms
Shipeng Zhong, Hongbo Chen, Yuhua Qi +5
Collaborative state estimation using different heterogeneous sensors is a fundamental prerequisite for robotic swarms operating in GPS-denied environments, posing a significant res…
S3E: A Multi-Robot Multimodal Dataset for Collaborative SLAM
Dapeng Feng, Yuhua Qi, Shipeng Zhong +5
The burgeoning demand for collaborative robotic systems to execute complex tasks collectively has intensified the research community's focus on advancing simultaneous localization…
DCL-SLAM: A Distributed Collaborative LiDAR SLAM Framework for a Robotic Swarm
Shipeng Zhong, Yuhua Qi, Zhiqiang Chen +3
To execute collaborative tasks in unknown environments, a robotic swarm needs to establish a global reference frame and locate itself in a shared understanding of the environment.…