A review of multi-sensor fusion slam systems based on 3D LIDAR

X Xu, L Zhang, J Yang, C Cao, W Wang, Y Ran, Z Tan… - Remote Sensing, 2022 - mdpi.com
The ability of intelligent unmanned platforms to achieve autonomous navigation and
positioning in a large-scale environment has become increasingly demanding, in which …

Visual-inertial navigation: A concise review

G Huang - 2019 international conference on robotics and …, 2019 - ieeexplore.ieee.org
As inertial and visual sensors are becoming ubiquitous, visual-inertial navigation systems
(VINS) have prevailed in a wide range of applications from mobile augmented reality to …

Fast-lio: A fast, robust lidar-inertial odometry package by tightly-coupled iterated kalman filter

W Xu, F Zhang - IEEE Robotics and Automation Letters, 2021 - ieeexplore.ieee.org
This letter presents a computationally efficient and robust LiDAR-inertial odometry
framework. We fuse LiDAR feature points with IMU data using a tightly-coupled iterated …

Faster-LIO: Lightweight tightly coupled LiDAR-inertial odometry using parallel sparse incremental voxels

C Bai, T Xiao, Y Chen, H Wang… - IEEE Robotics and …, 2022 - ieeexplore.ieee.org
This letter presents an incremental voxel-based lidar-inertial odometry (LIO) method for fast-
tracking spinning and solid-state lidar scans. To achieve the high tracking speed, we neither …

Lins: A lidar-inertial state estimator for robust and efficient navigation

C Qin, H Ye, CE Pranata, J Han… - … conference on robotics …, 2020 - ieeexplore.ieee.org
We present LINS, a lightweight lidar-inertial state estimator, for real-time ego-motion
estimation. The proposed method enables robust and efficient navigation for ground …

Openstreetmap-based autonomous navigation for the four wheel-legged robot via 3d-lidar and ccd camera

J Li, H Qin, J Wang, J Li - IEEE Transactions on Industrial …, 2021 - ieeexplore.ieee.org
OpenStreetMap (OSM) is widely used in outdoor navigation research recently, which is
publicly available and can provide a wide range of road information for outdoor robot …

Balm: Bundle adjustment for lidar mapping

Z Liu, F Zhang - IEEE Robotics and Automation Letters, 2021 - ieeexplore.ieee.org
A local Bundle Adjustment (BA) on a sliding window of keyframes has been widely used in
visual SLAM and proved to be very effective in lowering the drift. But in lidar SLAM, BA …

Sloper4d: A scene-aware dataset for global 4d human pose estimation in urban environments

Y Dai, YT Lin, XP Lin, C Wen, L Xu… - Proceedings of the …, 2023 - openaccess.thecvf.com
We present SLOPER4D, a novel scene-aware dataset collected in large urban
environments to facilitate the research of global human pose estimation (GHPE) with human …

Unified multi-modal landmark tracking for tightly coupled lidar-visual-inertial odometry

D Wisth, M Camurri, S Das… - IEEE Robotics and …, 2021 - ieeexplore.ieee.org
We present an efficient multi-sensor odometry system for mobile platforms that jointly
optimizes visual, lidar, and inertial information within a single integrated factor graph. This …

Lic-fusion 2.0: Lidar-inertial-camera odometry with sliding-window plane-feature tracking

X Zuo, Y Yang, P Geneva, J Lv, Y Liu… - 2020 IEEE/RSJ …, 2020 - ieeexplore.ieee.org
Multi-sensor fusion of multi-modal measurements from commodity inertial, visual and LiDAR
sensors to provide robust and accurate 6DOF pose estimation holds great potential in …