Transfer learning-based spectrum sensing over unknown scenarios

• المؤلف الرئيسي: Zhang, Qishu
• مؤلفون آخرون: Teh Kah Chan
• التنسيق: Thesis-Master by Coursework
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Engineering; Cognitive radio; OFDM; TDL channel; Spectrum sensing; Transfer learning; VGG-16
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/180691

Efficient spectrum sensing is crucial for the optimal utilization of the increasingly crowded electromagnetic spectrum in cognitive radio networks (CRNs). Traditional spectrum sensing methods, including energy detection, matched filtering, and cyclostationary feature detection, often struggle in dyn...