Introduction to Linear Quadratic Regulator (LQR) Control
96 min
Beginner
Video
Theory
In this video we introduce the linear quadratic regulator (LQR) controller. We show that an LQR controller is a full state feedback controller where the gain matrix K is computed by solving...
See More![The Kalman Filter [Control Bootcamp]](/sites/default/files/styles/search_resulkts/public/2020-12/maxresdefault_382.jpg?itok=BhYaUiZA "The Kalman Filter [Control Bootcamp]")
The Kalman Filter [Control Bootcamp]
6 min
Beginner
Video
Theory
Here, we discuss the Kalman Filter, which is an optimal full-state estimator, given Gaussian white noise disturbances and measurement noise.
See More
TCLab: An Inexpensive Experimental Platform for Students to Learn Feedback
5 min
Beginner
Video
Demonstration
The temperature control lab (TCLab) reinforces process feedback control with real data. The TCLab hardware consists of an Arduino® shield that fits onto a standard Arduino Leonardo...
See More
Using Transfer Learning | Deep Learning for Engineers, Part 4
16 min
Beginner
Video
Theory
This video introduces the idea of transfer learning. Transfer learning is modifying an existing deep network architecture and then retraining it to accomplish your task rather than the task...
See More
OIT System Design Laboratory (Japanese)
Beginner
Video
Demonstration
A collection of video lectures from OIT SDL.
See More
Robotic Car - A Simple Way to Build a Model
15 min
Beginner
Video
Theory
You don't always have to work out the math in order to build up a model of your system. Sometimes generating a model is as easy as running a simple test and inspecting the results. I show...
See More
Computing Euler Angles: Tracking Attitude Using Quaternions
74 min
Beginner
Video
Theory
In this video we continue our discussion on how to track the attitude of a body in space using quaternions. The quaternion method is similar to the Euler Ki...
See More
Model Reference Adaptive Control Part-1
60 min
Beginner
Video
Theory
Video course on nonlinear and adaptive control by Dr. Shubhendu Bhasin, Department of Electrical Engineering, IIT Delhi.
See More
Fast chirp FMCW Radar in automotive applications
Advanced
Peer Reviewed Paper
Theory
FMCW (frequency-modulated continuous wave radar) modulations have been popularly implemented in the automotive radar applications. This document demonstrates system requirement for a new...
See More
PID Explained
20 min
Beginner
Article / Blog
Theory
A qualitative explanation of P, I, & D actions using graphs.
See More
Robust Control, Part 3: Disk Margins for MIMO Systems
16 min
Beginner
Video
Theory
This video shows how margin can be used to assess the robustness of multi-input, multi-output systems. We’ll show how disk margin is a more complete way to represent margin for MIMO systems...
See More
So You Want to be a Systems Engineer
53 min
Beginner
Video
Theory
A presentation by Gentry Lee on what qualities and characteristics make a great systems engineer. At the time of the presentation, Gentry Lee was the Chief Engineer for the Solar System...
See More
DSP Lecture 1: Signals
66 min
Beginner
Video
Theory
This is a video lecture for ECSE-4530 Digital Signal Processing by Rich Radke, Rensselaer Polytechnic Institute.
See More
Control Bootcamp: Introduction to Robust Control
8 min
Beginner
Video
Theory
This video motivates robust control with the famous 1978 paper by John Doyle, titled "Guaranteed Margins for LQG Regulators"... Abstract: There are none.
See More
My Sole Advise to Data Scientists on Coursera & Quora
Beginner
Article / Blog
Theory
This blog post by Tarry Singh answers questions including "How do I get started in the field on Machine Learning, Deep Learning or Artificial Intelligence" and "How do I advance from the...
See More
Online and Recursive System Identification | System Identification, Part 4
19 min
Beginner
Video
Theory
Online system identification algorithms estimate the parameters and states of a model as new data is measured and available in real-time or near real-time. Brian Douglas covers what online...
See More
Robust Control, Part 4: Working with Parameter Uncertainty
13 min
Beginner
Video
Theory
The previous two videos showed a few different ways to quantify how robust a system is to model and plant uncertainty by looking at how much input and output variation it can handle before...
See More
Intro to Data Science: Answering Questions with Data
6 min
Beginner
Video
Theory
This lecture describes the central aspect of data science: asking and answering questions with data. In particular, we discuss the thought process and progression of questions one might ask...
See More
Sprint - Test Flight 8 and Data Review
17 min
Beginner
Video
Application
This video is part of a series that details the design, build, and test of Sprint - a thrust vector controlled model rocket by Joe Barnard of BPS Space.
See More
A simple MEMS gyro model using MATLAB / Simulink
16 min
Beginner
Video
Theory
This video walks through how to model a simple MEMS gyroscope using MATLAB/Simulink. At the end I show you how to linearize this model to use in your linear control loop design and analysis.
See More
Modelling, dynamics and control
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...
See More
MATLAB Discovery Page - Anomaly Detection
Beginner
Article / Blog
Theory
Anomaly detection is the process of identifying events or patterns that differ from expected behavior. Anomaly detection can range from simple outlier detection to complex machine learning...
See More
Converting Constrained Optimization to Unconstrained Optimization Using the ...
54 min
Beginner
Video
Theory
In this video we show how to convert a constrained optimization problem into an approximately equivalent unconstrained optimization problem using the penalty...
See More
Základy automatizácie a teórie systémov – videokurz (Slovak)
Beginner
Article / Blog
Theory
Pozrite si videokurz zo základov teórie systémov a automatizácie. Náš kurz má 7 lekcií.
See More
Introduction to Hybrid Beamforming
Beginner
Example
Application
This MATLAB example introduces the basic concept of hybrid beamforming and shows how to simulate such a system.
See More