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    Waveform Decision Method with Machine Learning for 5G Uplink Communications
    (Kırıkkale Üniversitesi, 2023) Hançer, Ayça; Yazar, Ahmet
    Prior to 5th generation (5G) communications systems, only a single waveform was used in the cellular communications uplink. In 5G communications systems, the standards of which were released for the first time in 2018, the flexibility of using two different waveforms for the uplink has been introduced. However, the methods to ensure the management of this flexibility are left to the designer in the standards. In this study, a novel machine learning-based method is developed for uplink waveform selection in 5G communications systems. The proposed method is designed to have a high level of environmental awareness.