Deep-unfolded alternating optimization for hybrid RIS mode selection and binary phases yields ~30% higher energy efficiency than plain projected gradient and most of the gain with only ~10% of elements active.
Deep unfolding- empowered energy efficiency optimization in RIS-assisted wireless communications,
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Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding
Deep-unfolded alternating optimization for hybrid RIS mode selection and binary phases yields ~30% higher energy efficiency than plain projected gradient and most of the gain with only ~10% of elements active.