ROS-Based Autonomous Navigation of an Ackermann Steer Robot Using LiDAR
- DOI
- 10.2991/978-94-6239-750-7_14How to use a DOI?
- Keywords
- Autonomous Vehicles; LiDAR; SLAM; CARLA Simulator; ROS Noetic; LeGO-LOAM; Path Planning
- Abstract
In this paper, a LiDAR-based SLAM system for autonomous vehicle navigation in CARLA using ROS Noetic is presented. An Ackermann steer vehicle with 3D LiDAR and wheel odometry mounted on vehicle simulated in CARLA environment. The LeGO-LOAM-BOR algorithm is used to combine LiDAR and odometry data sources to generate a three-dimensional map of the environment and continuously estimate the vehicle’s pose during motion. When the vehicle is localised in the map then the global planning module takes vehicle position as start location and generates a way point to goal location. A local planning module further processes this way point to produce smooth, feasible and obstacles avoidable trajectories in the driving environment. A Stanley controller and PID calculates the steering angle and speed for the desired path and real time obstacle avoidance. Then ll controller is used to convert all these commands into throttle, brake and steering inputs for the simulated vehicle. CARLA based simulations validated the system’s performance across the driving scenarios. The result shows stable mapping, following way points, consistent localization accuracy, obstacle avoidance and reliable autonomous navigation performance.
- Copyright
- © 2026 The Author(s)
- Open Access
- Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.
Cite this article
TY - CONF AU - Syed Rummaan Aziz AU - Anuj Kumar Sharma AU - Saleem Anwar Khan AU - Siddharth Yadav AU - Md Shadan Zafar PY - 2026 DA - 2026/08/31 TI - ROS-Based Autonomous Navigation of an Ackermann Steer Robot Using LiDAR BT - Proceedings of the International Conference on Advanced Design, Manufacturing, and Sustainable Energy Systems (ICADMSES 2026) PB - Atlantis Press SP - 185 EP - 200 SN - 2589-4943 UR - https://doi.org/10.2991/978-94-6239-750-7_14 DO - 10.2991/978-94-6239-750-7_14 ID - Aziz2026 ER -