thanh-guong/master-thesis
This is my Master's Degree Thesis repository. It's about Signal Modulation Classification (or Automatic Modulation Recognition) using Deep Learning.
This project helps radio engineers and signal analysts automatically identify the type of modulation used in an incoming radio signal. By analyzing raw or pre-processed signal data, it predicts the specific modulation scheme (like AM, FM, or different digital modulations) so the signal content can be correctly decoded. This is designed for those working with Software Defined Radios (SDR) or communication systems who need to quickly recognize signal types.
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Use this if you need to automatically determine the modulation type of radio frequency signals for decoding or cognitive radio applications.
Not ideal if you are looking for a plug-and-play solution without any technical setup or familiarity with deep learning model training environments.
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Dec 31, 2024
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