2026. An Adaptive CNN–BiLSTM Framework for Joint Energy and Detection Performance Optimization in 6G Cognitive Radio Spectrum Sensing. Al-Noor Journal of Engineering Management and Computer Science. 2, 4 (Sep. 2026), 284–291. DOI:https://doi.org/10.71229/ara72880.