LiDAR odometry survey: recent advancements and remaining challenges

D Lee, M Jung, W Yang, A Kim - Intelligent Service Robotics, 2024 - Springer
Odometry is crucial for robot navigation, particularly in situations where global positioning
methods like global positioning system are unavailable. The main goal of odometry is to …

Ntu viral: A visual-inertial-ranging-lidar dataset, from an aerial vehicle viewpoint

TM Nguyen, S Yuan, M Cao, Y Lyu… - … Journal of Robotics …, 2022 - journals.sagepub.com
In recent years, autonomous robots have become ubiquitous in research and daily life.
Among many factors, public datasets play an important role in the progress of this field, as …

Targetless extrinsic calibration of multiple small FoV LiDARs and cameras using adaptive voxelization

X Liu, C Yuan, F Zhang - IEEE Transactions on Instrumentation …, 2022 - ieeexplore.ieee.org
Determining the extrinsic parameter between multiple light detection and rangings (LiDARs)
and cameras is essential for autonomous robots, especially for solid-state LiDARs, where …

S-Graphs+: Real-Time Localization and Mapping Leveraging Hierarchical Representations

H Bavle, JL Sanchez-Lopez, M Shaheer… - IEEE Robotics and …, 2023 - ieeexplore.ieee.org
In this letter, we present an evolved version of Situational Graphs, which jointly models in a
single optimizable factor graph (1) a pose graph, as a set of robot keyframes comprising …

Observability-aware intrinsic and extrinsic calibration of LiDAR-IMU systems

J Lv, X Zuo, K Hu, J Xu, G Huang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Accurate and reliable sensor calibration is essential to fuse LiDAR and inertial
measurements, which are usually available in robotic applications. In this article, we …

X-icp: Localizability-aware lidar registration for robust localization in extreme environments

T Tuna, J Nubert, Y Nava, S Khattak… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Modern robotic systems are required to operate in challenging environments, which demand
reliable localization under challenging conditions. LiDAR-based localization methods, such …

LiDAR-based SLAM for robotic mapping: state of the art and new frontiers

X Yue, Y Zhang, J Chen, J Chen, X Zhou… - Industrial Robot: the …, 2024 - emerald.com
Purpose In recent decades, the field of robotic mapping has witnessed widespread research
and development in light detection and ranging (LiDAR)-based simultaneous localization …

Situational graphs for robot navigation in structured indoor environments

H Bavle, JL Sanchez-Lopez, M Shaheer… - IEEE Robotics and …, 2022 - ieeexplore.ieee.org
Mobile robots should be aware of their situation, comprising the deep understanding of their
surrounding environment along with the estimation of its own state, to successfully make …

Moving event detection from LiDAR point streams

H Wu, Y Li, W Xu, F Kong, F Zhang - nature communications, 2024 - nature.com
In dynamic environments, robots require instantaneous detection of moving events with
microseconds of latency. This task, known as moving event detection, is typically achieved …

Hsc4d: Human-centered 4d scene capture in large-scale indoor-outdoor space using wearable imus and lidar

Y Dai, Y Lin, C Wen, S Shen, L Xu… - Proceedings of the …, 2022 - openaccess.thecvf.com
We propose Human-centered 4D Scene Capture (HSC4D) to accurately and efficiently
create a dynamic digital world, containing large-scale indoor-outdoor scenes, diverse …