Certificate in Sensor Fusion and Robotics Applications
-- ViewingNowThe Certificate in Sensor Fusion and Robotics Applications is a comprehensive course designed to meet the growing industry demand for professionals with expertise in robotics and sensor fusion. This program equips learners with essential skills for career advancement, combining theoretical knowledge with practical applications.
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โข Introduction to Sensor Fusion and Robotics: Types of sensors, fundamentals of sensor fusion, robot kinematics, and dynamics.
โข Sensor Technology: Inertial Measurement Units (IMUs), Global Positioning Systems (GPS), LiDAR, ultrasonic, and vision sensors.
โข Data Fusion Methods: Probability theory, Kalman filters, particle filters, and complementary filters.
โข Mobile Robot Localization: Odometry, dead reckoning, Monte Carlo Localization (MCL), and simultaneous localization and mapping (SLAM).
โข Robot Perception: Object recognition, segmentation, tracking, and pose estimation.
โข Multi-Robot Systems: Cooperative localization, formation control, and swarm intelligence.
โข Robot Motion Planning: Path planning, potential fields, and rapidly-exploring random trees (RRTs).
โข Applications of Sensor Fusion and Robotics: Autonomous vehicles, drones, and robotic manipulation.
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