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Overview and list of works done in the field of state estimation using LiDAR , contains all popular LOAM implementations

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LOAM modifications and implementations

Implementation details Relevance
LOAM: Lidar Odometry and Mapping, 2014, CMU
Detailed version of the paper in Springer (2017)
Repo: loam_velodyne
ROS
Supported data: VLP-16 + IMU (optional)

Repo: loam_velodyne_kitti_ros
ROS
Supported data: KITTI (HDL-64)

Repo: LOAM_NOTED
Comments: repo with detailed Chinese comments on the code

Repo: A-LOAM (Advanced implementation for LOAM)
ROS
Supported data: VLP-16, HDL-32, HDL-64
Comments: uses Eigen and Ceres Solver to simplify code structure.

V-LOAM: Visual-Lidar Odometry and Mapping, 2015, CMU
No implementation provided
LeGO-LOAM: Lightweight and Ground-Optimized Lidar Odometry and Mapping, 2018, Stevens Institute of Technology
Repo: LeGO-LOAM
ROS
Supported data: VLP-16 + IMU (optional)

LIOM: Tightly Coupled 3D Lidar Inertial Odometry and Mapping, 2019, Hong Kong University of Science and Technology
Repo: lio-mapping
ROS
Supported data: LiDAR + IMU (TBD)

LIO-SAM: Tightly-coupled Lidar Inertial Odometry via Smoothing and Mapping, 2020, MIT
Repo: LIO-SAM
ROS
Supported data: LiDAR + IMU + GPS (optional) (TBD)

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Overview and list of works done in the field of state estimation using LiDAR , contains all popular LOAM implementations

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