LiDAR odometry survey: recent advancements and remaining challenges
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 …
methods like global positioning system are unavailable. The main goal of odometry is to …
LIVER: A tightly coupled LiDAR-inertial-visual state estimator with high robustness for underground environments
In this letter, we propose a tightly coupled LiDAR-inertial-visual (LIV) state estimator termed
LIVER, which achieves robust and accurate localization and mapping in underground …
LIVER, which achieves robust and accurate localization and mapping in underground …
Continuous-Time Radar-Inertial and Lidar-Inertial Odometry using a Gaussian Process Motion Prior
In this work, we demonstrate continuous-time radar-inertial and lidar-inertial odometry using
a Gaussian process motion prior. Using a sparse prior, we demonstrate improved …
a Gaussian process motion prior. Using a sparse prior, we demonstrate improved …
Gaussian-LIC: Photo-realistic LiDAR-Inertial-Camera SLAM with 3D Gaussian Splatting
We present a real-time LiDAR-Inertial-Camera SLAM system with 3D Gaussian Splatting as
the mapping backend. Leveraging robust pose estimates from our LiDAR-Inertial-Camera …
the mapping backend. Leveraging robust pose estimates from our LiDAR-Inertial-Camera …
IMU as an Input vs. a Measurement of the State in Inertial-Aided State Estimation
In this technical report, we compare treating an IMU as an input to a motion model against
treating it as a measurement of the state in a continuous-time state estimation framework …
treating it as a measurement of the state in a continuous-time state estimation framework …
ATI-CTLO: Adaptive Temporal Interval-based Continuous-Time LiDAR-Only Odometry
B Zhou, J Wu, Y Pan, C Lu - arXiv preprint arXiv:2407.20619, 2024 - arxiv.org
The motion distortion in LiDAR scans caused by aggressive robot motion and varying terrain
features significantly impacts the positioning and mapping performance of 3D LiDAR …
features significantly impacts the positioning and mapping performance of 3D LiDAR …