Deep learning-based robust algorithm for automatic modulation recognition

The project introduced a Deep Learning-based Automatic Modulation Recognition (DL- AMR) program employing various neural network architectures (CNN, ResNet, and LSTM) to enhance signal processing in 5G communication systems. It aimed to autonomously recognise modulation types of signals without prio...

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Bibliographic Details
Main Author: Wang, Yucheng
Other Authors: Teh Kah Chan
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/176262
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Institution: Nanyang Technological University
Language: English