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This lecture demonstrates building and simulating a Kalman filter in MATLAB for an inverted pendulum on a cart. It estimates the full state from noisy, limited measurements using a linearized dynamical model.
Syllabus
Introduction
Kalman Filter
Common Filter
Calm Filter
Dynamical System
Simulation
Simulate
Taught by
Steve Brunton