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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โข Introduction to Autonomous Vehicles and Simulation
โข Fundamentals of SLAM (Simultaneous Localization and Mapping)
โข Sensor Technologies for SLAM: Lidar, Radar, and Camera Systems
โข SLAM Algorithms: Extended Kalman Filter, Particle Filter, and Graph-based Methods
โข Implementing SLAM in Simulation Software: Gazebo, Carla, and Airsim
โข Data Processing and Visualization Techniques for SLAM
โข SLAM Evaluation Metrics and Performance Analysis
โข Real-world Challenges and Limitations of SLAM in Autonomous Vehicles
โข Future Trends and Research Directions in Autonomous Vehicle SLAM
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