An efficient handover decision in heterogeneous LTE-A networks under the assistance of users’ profile
Sign Up to like & getrecommendations! Published in 2018 at "Telecommunication Systems"
DOI: 10.1007/s11235-017-0374-4
Abstract: The increasing demand for wireless networks calls for the use of heterogeneous networks in order to fulfil user requirements. Mobility management is considered one of the important entities for such networks. The handover is one… read more here.
Keywords: handover; number; handover decision; packet ... See more keywords
Handover Decision Making for Dense HetNets: A Reinforcement Learning Approach
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DOI: 10.1109/access.2023.3254557
Abstract: In this paper, we consider the problem of decision making in the context of a dense heterogeneous network with a macro base station and multiple small base stations. We propose a deep Q-learning based algorithm… read more here.
Keywords: handover decision; decision making; making dense; energy consumption ... See more keywords
A Bayesian Regression Based LTE-R Handover Decision Algorithm for High-Speed Railway Systems
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2019.2935165
Abstract: In this paper, we propose a machine learning based handover decision algorithm for high-speed railway systems. In a standard LTE-R network, a mobile relay (MR) on a train connects a DeNB and various onboard devices,… read more here.
Keywords: speed; algorithm high; handover; handover decision ... See more keywords
VERTICAL HANDOVER DECISION MANAGEMENT ON THE BASIS OF SEVERAL CRITERIA FOR LVQNN WITH UBIQUITOUS WIRELESS NETWORKS
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Geomate"
DOI: 10.21660/2017.34.2730
Abstract: Vertical handover decision management is an essential to keep the seamless ubiquitous heterogeneous wireless networks since each access network has different operations in the next generation. In this paper, WCDMA, LTE and WLAN are cooperated… read more here.
Keywords: network; handover; decision management; vertical handover ... See more keywords