Mobility Management in Emerging Ultra-Dense Cellular Networks: A Survey, Outlook, and Future Research Directions
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3027258
Abstract: The exponential rise in mobile traffic originating from mobile devices highlights the need for making mobility management in future networks even more efficient and seamless than ever before. Ultra-Dense Cellular Network vision consisting of cells… read more here.
Keywords: mobility; mobility management; emerging ultra; dense cellular ... See more keywords
Knowledge Transfer-Based Multiagent Q-Learning for Medium Access in Dense Cellular Networks
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DOI: 10.1109/lwc.2022.3207493
Abstract: Inter-cell interference in dense cellular networks causes severe network performance degradation because the base stations (BSs) and devices cannot fully utilize all the network status information in practice. Reinforcement learning enables the wireless network to… read more here.
Keywords: network; transfer; medium access; dense cellular ... See more keywords
Resource Allocation in Green Dense Cellular Networks: Complexity and Algorithms
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DOI: 10.1109/tvt.2019.2956921
Abstract: This paper studies the problem of user association, deadline scheduling and channel allocation in dense cellular networks with energy harvesting base stations. The objective is to maximize the number of associated and scheduled users while… read more here.
Keywords: allocation; case; cellular networks; complexity ... See more keywords
Coverage and Meta Distribution Analysis in Ultra-Dense Cellular Networks with Directional Antennas
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2022.3171833
Abstract: This paper proposes a one-tier ultra-dense cellular network framework based on the characteristics of directional beamforming to explore the downlink signal-to-interference ratio (SIR) performance. The features of the proposed cellular network include: small base stations… read more here.
Keywords: meta distribution; dense cellular; directional antennas; distribution ... See more keywords
Deep Reinforcement Learning Based Load Balancing Scheme in Dense Cellular Network Using RoF Technology
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Communications Software and Systems"
DOI: 10.24138/jcomss-2025-0056
Abstract: — In a dense cellular network, the small cell size and limited frequency make it hard to control the traffic, and hence, there is a necessity for the transmission points to know how much traffic… read more here.
Keywords: scheme; dense cellular; dense; load balancing ... See more keywords