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Singular Value Decomposition (SVD): Overview

Steve Brunton
6 min
Beginner
Video
Theory

This video presents an overview of the singular value decomposition (SVD), which is one of the most widely used algorithms for data processing, reduced-order modeling, and high-dimensional...

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Introduction to Anomaly Detection for Engineers

Mathworks - Brian Douglas
15 min
Beginner
Video
Theory

Anomaly detection is the process of identifying events or patterns that differ from expected behavior. This is important for applications like predictive maintenance but can be hard to...

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Why Do Radars Chirp? | Pulse Waveform Basics

Mathworks - Brian Douglas
Beginner
Video
Theory

 

This tech talk covers how different pulse waveforms affect radar and sonar performance. See the difference between a rectangular pulse and a linear frequency modulated pulse, as well as...

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DSP Lecture 1: Signals

Rich Radke
66 min
Beginner
Video
Theory

This is a video lecture for ECSE-4530 Digital Signal Processing by Rich Radke, Rensselaer Polytechnic Institute.

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Extremum Seeking Control

Steve Brunton
18 min
Beginner
Video
Theory

This lecture provides an overview of extremum-seeking control (ESC), which is an adaptive equation free method of controlling nonlinear systems. A sinusoidal perturbation is added to the...

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Reinforcement Learning: An Introduction

Richard S. Sutton and Andrew G. Barto
Beginner
Book
Theory

From the book introduction:

The idea that we learn by interacting with our environment is probably the first to occur to us when we think about the nature of learning. When an infant plays...

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Virtual Lab for a Two-tanks system

Jose Luis Guzman and Fatima Gonzalez
Beginner
Virtual Lab
Application

This is a virtual lab for a two-tank system that can be used for modelling and control learing/teaching purposes. Open-loop tests and closed-loop simulatons based on PI control or PI plus...

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Machine Learning Control: Overview

Steve Brunton
10 min
Beginner
Video
Theory

This lecture provides an overview of how to use machine learning optimization directly to design control laws, without the need for a model of the dynamics.

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Simulink Onramp

MathWorks
120 min
Beginner
Tutorial
Demonstration

Learn the basics of how to create, edit, and simulate models in Simulink®. Use block diagrams to represent real-world systems and simulate components and algorithms.

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Modelling, dynamics and control

Anthony Rossiter
Beginner
Course
Theory

How do we model the world around us and use this to understand its behaviour? How does behaviour depend upon the engineering choices we make and therefore how do we undertake design to...

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Radar Angular Resolution

Christian Wolff
Beginner
Article / Blog
Theory

This radartutorial.eu page describes angular resolution. Radar angular resolution is the minimum distance between two equally large targets at the same range which radar is able to...

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