Low-rank adaptation of deep learning-based receiver for cross-domain channel estimation

• 主要作者: Wang, Yilong
• 其他作者: Teh Kah Chan
• 格式: Thesis-Master by Coursework
• 語言: English
• 出版: Nanyang Technological University 2025
• 主題: Engineering; Low-rank backbone; Deep learning; Channel estimation; OFDM
• 在線閱讀: https://hdl.handle.net/10356/183554

This project presents a low-rank adaptive method for deep learning based receivers used in OFDM systems for channel estimation and signal detection. While traditional DL-based receivers perform well under complex channel conditions, they often require a substantial amount of labeled training d...