Ensemble learning of deep learning-based receiver for 5G communication system implementation

• Main Author: Xu, Ziang
• Other Authors: Teh Kah Chan
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering; Ensemble deep learning
• Online Access: https://hdl.handle.net/10356/181868
• Institution: Nanyang Technological University

This project explores the application of ensemble learning techniques for implementing deep learning (DL) based receivers in the fifth generation (5G) communication systems. Deep learning has shown promising results in handling the complexity of 5G channels; however, the performance of individual DL...