Embedded Systems
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News, articles, guides, analytics, projects and startups from the embedded industry.

Topics of the channel:
◽️ machine learning
◽️ internet of things
◽️ embedded software
◽️ advanced electronics
◽️ new engineering ideas

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📟 Arduino Radar with Simulink (Matlab)

Simulink model development and integration with Arduino Mega 2560 for short-range radar detection system management.

The development of the model have been performed in the Simulink working environment. Simulink is a MATLAB-based graphical programming environment for modeling, simulating and analyzing multi-domain dynamical systems. It has support for Arduino Mega 2560 digital development electronic board. The Simulink model itself is a replacement for the code written in the Arduino IDE integrated development environment.

Additionally, MS windows software "Processing" was used to receive the data from the Arduino and to draw the radar image on the personal computer.

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#projects #arduino #matlab
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💻 Controlling Raspberry Pi Using Matlab

This tutorial is about controlling your headless Raspberry Pi using Matlab. You may have to install Matlab to the latest version for support to newer Raspberry Pi board.

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#projects #control #matlab #raspberry
🧠 Simple Neural Network in Matlab for Predicting Scientific Data

A neural network is essentially a highly variable function for mapping almost any kind of linear and nonlinear data. It can be used to recognize and analyze trends, recognize images, data relationships, etc.

In this instructable we will be creating a very simple three layer neural network in Matlab.

We will use it to recognize and predict trends in medical data. Our sample dataset that we will be using is fertility diagnosis data from UCI's Machine Learning Library.

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#projects #programming #software #matlab #machine_learning #artificial_intelligence
🧠 Popular ML algorithms (MATLAB, Octave, Python)

A perfect compilation of code examples of the most popular ML algorithms for understanding its work.

The purpose of these repositories was not to implement machine learning algorithms using 3rd party libraries "one-liners" but rather to practice and to better understand the mathematics behind each algorithm.

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Python Repository
MATLAB/Octave Repository

#machine_learning #artificial_intelligence #matlab #python
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🚗 Prototyping an Electric Vehicle in MATLAB Simulink

Designing an EV is an elaborate process as it involves a lot of different sub-systems, and in order to maximize the performance of an EV, a lot of parameters and testing need to be done.

The MATLAB Simulink and Simscape provide features to design and simulate essential Electric Vehicle use cases.

The most important use cases for Matlab are:
▫️ Tune regenerative braking algorithms
▫️ Explore electric powertrain architectures
▫️ Modify a suspension design
▫️ Optimize vehicle performance
▫️ Develop active chassis controls
▫️ Validate ADAS algorithms
▫️ Test using hardware-in-the-loop (HIL)

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#articles #design #matlab
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🧑‍💻 Bluetooth with MATLAB for Wireless Communication

This guide explains how to establish wireless communication between 👨‍🏫 MATLAB and an Arduino using Bluetooth, with the HC-05 module as the bridge. It covers two methods: using MATLAB's command window and creating a graphical user interface (GUI) for controlling devices like LEDs.

Features of the project:
➡️Setup and communication using MATLAB's built-in Bluetooth functionality.
➡️Command-line method to send data and control an Arduino from MATLAB.
➡️GUI-based approach with interactive buttons for sending ON, OFF, and BLINK commands.
➡️Sample Arduino and MATLAB code provided for immediate implementation.
➡️Hardware diagrams and troubleshooting tips for beginners.

This guide serves as an excellent starting point for exploring MATLAB's integration with IoT and Bluetooth-based automation projects.

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#guides #tutorials #matlab #arduino
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