Global Certificate in Autonomous Vehicle Software Decision Making
-- ViewingNowThe Global Certificate in Autonomous Vehicle Software Decision Making course is a comprehensive program designed to equip learners with essential skills for the rapidly growing field of self-driving vehicles. This course emphasizes the importance of software decision-making algorithms and their critical role in the safe and efficient operation of autonomous vehicles.
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โข Autonomous Vehicle Software Decision Making Fundamentals: An introductory unit covering the basics of autonomous vehicle software decision making, including primary sensors, data fusion, and environment perception.
โข Perception for Autonomous Vehicles: Delving into the specifics of perception in autonomous vehicles, this unit explores object detection, segmentation, and tracking, as well as sensor technologies like cameras, lidar, and radar.
โข Localization and Mapping: This unit covers various localization and mapping techniques, such as simultaneous localization and mapping (SLAM), visual odometry, and global navigation satellite system (GNSS).
โข Prediction and Planning: An essential unit addressing motion prediction and planning in autonomous vehicles, including trajectory generation, behavior planning, and decision making.
โข Control Systems for Autonomous Vehicles: This unit focuses on vehicle control systems, including low-level control, torque vectoring, and steer-by-wire systems.
โข Simulation and Testing Methodologies: Exploring simulation and real-world testing methodologies, this unit covers scenario-based testing, hardware-in-the-loop (HIL) simulations, and safety considerations.
โข Safety and Security in Autonomous Vehicles: A unit dedicated to safety and security concerns, including functional safety, cybersecurity, and ethical considerations for autonomous vehicles.
โข Regulations and Standards for Autonomous Vehicles: This unit introduces global regulations and standards, ensuring that trainees are up-to-date with the latest guidelines from authorities like SAE International and the European Union.
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