DNN-based receiver for one-bit ADC distortion in OFDM system

• Main Author: Gu, Ruixuan
• Other Authors: Teh Kah Chan
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Electrical and electronic engineering::Wireless communication systems
• Online Access: https://hdl.handle.net/10356/158352
• Institution: Nanyang Technological University

The Orthogonal frequency-division multiplexing (OFDM) system is extensively employed in the 5th generation wireless communication systems. In this dissertation, deep neural networks (DNNs) are used for channel estimation as well as signal detection instead of conventional ways. This dissertation st...