Certificate in Autonomous Vehicle Simultaneous Localization and Mapping
-- ViewingNowThe Certificate in Autonomous Vehicle Simultaneous Localization and Mapping is a comprehensive course designed to empower learners with essential skills in AV technology. This program focuses on the critical area of SLAM, which enables autonomous vehicles to navigate and interpret their environment.
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⢠Introduction to Autonomous Vehicles and Simulation
⢠Fundamentals of SLAM (Simultaneous Localization and Mapping)
⢠Sensor Technologies for SLAM: Lidar, Radar, and Camera Systems
⢠SLAM Algorithms: Extended Kalman Filter, Particle Filter, and Graph-based Methods
⢠Implementing SLAM in Simulation Software: Gazebo, Carla, and Airsim
⢠Data Processing and Visualization Techniques for SLAM
⢠SLAM Evaluation Metrics and Performance Analysis
⢠Real-world Challenges and Limitations of SLAM in Autonomous Vehicles
⢠Future Trends and Research Directions in Autonomous Vehicle SLAM
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