Robust deep learning-based algorithm for automatic modulation classification

• Main Author: Bao, Wei
• Other Authors: Teh Kah Chan
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering
• Online Access: https://hdl.handle.net/10356/181408
• Institution: Nanyang Technological University

This dissertation provides a comprehensive analysis of deep learning-based Automatic Modulation Classification (AMC) algorithms. AMC is a method employed to determine the modulation types of unknown signals and is a crucial step in demodulation. In non-collaborative communication environments, many...