These are the resources that are referenced throughout the MATLAB Tech Talk video I made called "What is System Identification? | System Identification, Part 1"
Here is the MATLAB Tech Talk video on what system identification is. If you've already seen the video and are just looking for the references that I used to make it then keep on scrolling!
What Is System Identification? | System Identification, Part 1
Get an introduction to system identification that covers what it is and where it fits in the bigger picture. See how the combination of data-driven methods and physical intuition can improve...
See MoreThis video is a must watch if you want to understand the system identification workflow and how it can be realized using the tools in the System Identification Toolbox in MATLAB.
Introduction to System Identification
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...
See MoreThis article provides a nice gentle overview of the system identification process. It covers about the same stuff I do in my video so if you prefer to read about it instead then this is for you.
System Identification Overview
System identification is a methodology for building mathematical models of dynamic systems using measurements of the input and output signals of the system. This overview from Mathworks...
See MoreThe first part of this chapter provides a nice clear explanation of what dynamic models are. I found this was helpful in distinguishing what system identification does versus a simple curve fit of the data.
What Are Dynamic Models? Chapter 1 from Dynamic Models in Biology
Throughout this book we use a wide-ranging set of case studies to illustrate different aspects of models and modeling. In this introductory chapter we describe and give examples of different...
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