Applications of deep learning for physical layer of wireless communication systems

• Main Author: Xie, Yihang
• Other Authors: Teh Kah Chan
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; AI-5G
• Online Access: https://hdl.handle.net/10356/177369
• Institution: Nanyang Technological University

The objective of the thesis is to exploit the recent advances in deep learning-based techniques for wireless communication systems. The proposed methods aim to improve the performance and robustness of communication systems in different scenarios. The first research work proposes a deep learning-bas...