Certificate in Sensor Fusion and Automation
-- ViewingNowThe Certificate in Sensor Fusion and Automation is a comprehensive course designed to equip learners with essential skills in cutting-edge technology. This course focuses on the integration of data from multiple sensors to facilitate automation, a critical aspect of modern technology in various industries.
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โข Introduction to Sensor Fusion: Types of sensors, sensor data, and principles of sensor fusion
โข Kalman Filter: Linear Kalman filter, Extended Kalman filter, and applications
โข Particle Filter: Basics of particle filter, advantages, and limitations
โข Complementary Filter: Complementary filter for sensor fusion, implementation, and use cases
โข Sensor Fusion Algorithms: Comparison of different sensor fusion algorithms and their applications
โข Automation Fundamentals: Automation principles, components, and system design
โข Control Systems: Open-loop and closed-loop control systems, PID control, and state-space representation
โข Machine Learning for Automation: Supervised, unsupervised, and reinforcement learning for automation
โข Real-Time Systems: Real-time concepts, scheduling, and synchronization
โข Industrial Applications: Sensor fusion and automation in manufacturing, robotics, and transportation
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