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Found 2 essays matching the above criteria.

  1. 1. Reinforcement Learning-based Handover in Millimeter-wave Networks

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Jiarui Yang; [2021]
    Keywords : Wireless communications; mmWave networks; reinforcement learning; handover; Trådlös kommunikation; mmWave-nätverk; Reinforcement Learning; överlämning;

    Abstract : Millimeter Wave (mmWave) is a key technology to meet the challenge of data rates and the lack of bandwidth in sub-6GHz networks. Due to a high operation frequency, the mmWave network has unique channel characteristics and a relatively high pathloss. READ MORE

  3. 2. Link blockage modelling for channel state prediction in high-frequencies using deep learning

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Shreya Krishnama Chari; [2020]
    Keywords : Radio link blockage; mmwave communications; sub-6GHz communications; 5G; Long short-term memory network; Deep neural network; Blockering av radiolänkar; mmwave-kommunikation; sub-6GHzkommunikation; 5G; Long short-term memory nätverk; Deep neural nätverk;

    Abstract : With the accessibility to generous spectrum and development of high gain antenna arrays, wireless communication in higher frequency bands providing multi-gigabit short range wireless access has become a reality. The directional antennas have proven to reduce losses due to interfering signals but are still exposed to blockage events. READ MORE