ROS 2 SLAM Frontend Documentation

Welcome to the documentation for the ROS 2 SLAM Frontend workspace.

User Guide

• Installation
  • Prerequisites
  • Install Foxglove Studio
  • Clone the ROS Workspace
  • Create a Virtual Environment for ROS 2
  • Install Dependencies
  • Download KITTI Odometry Data
• SLAM Front-End Pipeline Overview
  • Architecture
  • Stage 1: KITTI Data Loader
  • Stage 2: LiDAR Preprocessing
  • Stage 3: Feature Extraction
  • Stage 4: Scan Matching & Odometry
  • Data Flow & Topics
  • Running the Complete Pipeline
  • Configuration & Tuning
  • Evaluation & Validation
  • Documentation
  • References
• KITTI Dataset Overview
  • 1. data_odometry_calib.zip
  • 2. data_odometry_poses.zip
  • 3. data_odometry_velodyne.zip
  • 4. Integration Notes
  • 5. References

API Reference

• API Reference
  • ROS 2 KITTI Data Loader Node
  • ROS 2 Voxel Grid Downsampler Node
  • ROS 2 LOAM Feature Extraction Node
  • ROS 2 LOAM Scan Matching Node

Indices and Tables

• Index

• Module Index

• Search Page