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Artificial Intelligence

Steve Brunton
6 min
Beginner
Video
Theory

This lecture discusses artificial intelligence (AI) in the context of data science and machine learning.

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How Simulations Work

Tucker McClure
30 min
Beginner
Article / Blog
Theory

This article sets out the critical aspects of building good simulations — that is, simulations that are accurate, easy to develop and analyze, and fast. The first sections deal with how a...

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Introduction to System Identification

Mathworks - Professor Lennart Ljung
46 min
Beginner
Video
Theory

In this webinar, you will have a unique chance to learn about system identification from a world-renowned subject expert, Professor Lennart Ljung. Professor Ljung will explain the basic...

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Radar Design with the Radar Designer App

Mathworks
5 min
Beginner
Video
Theory

The Radar Designer app is an interactive tool that assists engineers and system analysts with high-level design and assessment of radar systems at the early stage of radar development.

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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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Measurements, Transmission Signals, and Issues

R. Russell Rhinehart
45 min
Intermediate
Article / Blog
Application

This is an introduction to scaled information transmission signals (for example 4-20 mA, 3-15 psig, etc.), the actual sensed signals (like using orifice dP to infer flow rate, or temperature...

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Kalman and Bayesian Filters in Python

rlabbe
Beginner
Software
Application

Introductory text for Kalman and Bayesian filters. All code is written in Python, and the book itself is written using Juptyer Notebook so that you can run and modify the code in your...

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MATLAB Command: resid

Mathworks
Intermediate
Article / Blog
Application

This MATLAB command is part of the system identification toolbox and provides a way to compute and test residuals.

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Respect the Unstable

Gunter Stein
71 min
Beginner
Video
Theory

An understanding of fundamental limitations is an essential element in all engineering. Shannon's early results on channel capacity have always had center court in signal processing...

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