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Control Bootcamp - Kalman Filter Example in Matlab

Offered By: Steve Brunton via YouTube

Tags

Kalman Filter Courses MATLAB Courses Signal Processing Courses Control Systems Courses Dynamical Systems Courses

Course Description

Overview

Explore the implementation of a Kalman Filter in Matlab using an inverted pendulum on a cart example. Dive into this comprehensive lecture that follows Chapter 8 of "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Brunton and Kutz. Learn about common filters, calm filters, dynamical systems, and simulation techniques. Gain practical insights into control theory and state estimation through this hands-on demonstration. Access additional resources, including chapter materials and the full textbook, to deepen your understanding of data-driven approaches in science and engineering.

Syllabus

Introduction
Kalman Filter
Common Filter
Calm Filter
Dynamical System
Simulation
Simulate


Taught by

Steve Brunton

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