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Author

Mohammed Hussien Alhussieny

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Open access Sep 2026

An Adaptive CNN–BiLSTM Framework for Joint Energy and Detection Performance Optimization in 6G Cognitive Radio Spectrum Sensing

The transition toward sixth-generation (6G) wireless systems intensifies the pressure on scarce radio spectrum and raises the energy burden of intelligent edge devices. Cognitive radio (CR) addresses spectrum scarcity through dynamic spectrum access, yet spectrum sensing remains costly because it must be repeated frequ...

Mohammed Hussien Alhussieny, Hayder Almosa · 1 citation

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