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MATLAB Function: phased.MVDRBeamformer

Mathworks
Intermediate
Article / Blog
Application

The phased.MVDRBeamformer System object™ implements a narrowband minimum-variance distortionless-response (MVDR) beamformer. The MVDR beamformer is also called the Capon beamformer. An MVDR...

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Why Choose Model-Based Reinforcement Learning?

Mathworks - Brian Douglas
15 min
Intermediate
Video
Theory

What is the difference between model-free and model-based reinforcement learning? Explore the differences and results as the learning models are applied to balancing a cart/pole system as an...

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MIMO Radar: TI Application Report

Sandeep Rao - Texas Instruments
Intermediate
Article / Blog
Theory

MIMO radar is a key technology in improving the angle resolution (spatial resolution) of mmwave-radars. This article introduces the basic principles of the MIMO-radar and the different...

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Full Stack Deep Learning

Sergey Karayev, Josh Tobin, Pieter Abbeel
Intermediate
Course
Theory

There are many great courses to learn how to train deep neural networks. However, training the model is just one part of shipping a deep learning project. This course teaches full-stack...

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Projectile Motion Equations and Theory

The Organic Chemistry Tutor
28 min
Beginner
Video
Application

In this video, an important topic under 2D Kinematics i.e. Projectile Motion, is covered. Its theory, equations, and examples are thoroughly discussed.

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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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Averaging Methods in Nonlinear Dynamical Systems

Jan A. Sanders, Ferdinand Verhulst, James Murdock
Intermediate
Book
Theory

Perturbation theory and in particular normal form theory has shown strong growth during the last decades. So it is not surprising that the authors have presented an extensive revision of the...

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Understanding Valve Flow Characteristics

R. Russell Rhinehart
20 min
Intermediate
Article / Blog
Application

The response of flow rate through a control valve depends on the friction losses in the piping in which it is installed as well as the controller signal.  The installed characteristic (a...

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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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