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

• المؤلف الرئيسي: Wang, Yilong
• مؤلفون آخرون: Teh Kah Chan
• التنسيق: Thesis-Master by Coursework
• اللغة: English
• منشور في: Nanyang Technological University 2025
• الموضوعات: Engineering; Low-rank backbone; Deep learning; Channel estimation; OFDM
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/183554
• المؤسسة: Nanyang Technological University

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...