… In this work, we have proposed a framework to managehandover events based on multi-agent deep reinforcement learning. We maximize the average network sum-rate taking into …
Ş Sönmez, I Shayea, SA Khan… - 2020 IEEE Microwave …, 2020 - ieeexplore.ieee.org
… millimeterWave (mmWave), in the development of the Fifth Generation (5G) wireless communication system. In a HetNet, small cells are suitable to operate by using mmWave … …
… intelligent method based on DRL for HO reduction in mm-wave BSs in a UDN environment. … HO management in 5G networks, and a review of the state-of-the-art HO management …
… variations of millimeterwave (mmW) … handover in highly mobile wireless environments. In this paper, a novel approach for analyzing and managing mobility in joint 𝜇W-mmW networks …
… We consider the downlink of a mmWavenetwork with N BSs and mobile UEs. We assume a two-dimensional Poisson point process (PPP) with density ρ for the spatial distributions of …
S Zang, W Bao, PL Yeoh, B Vucetic… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
… , and signal blockages in mmWave small cells. To … handover properties of mmWave HetNets. While maintaining optimality, theoretical analysis shows that our proposed handover …
… in [10], the handover procedure may negatively … handovers in mmWavenetworks, it is important to design mobility procedures that aim at minimizing the packet losses during handovers, …
… In this section, we evaluate the performance of our proposed handover method in the downlink of a mmWavenetwork operating at 28 GHz with 4 BSs and 7 UEs. The mmWave links are …
… 5G networks. We provide an extensive tutorial on HO management in 5G networks accompanied … Furthermore, we present the main characteristics of 5G networks, including mm-wave …