Guan-Yong Liang

CNR-SenseNet: Communication-Native Deep Learning for Robust Spectrum Sensing

Spectrum sensing is a fundamental function in cognitive radio networks (CRNs), enabling secondary users to opportunistically access underutilized spectrum without causing harmful interference to primary users. Conventional sensing methods, such as energy detection, rely on handcrafted statistical features and often deg...