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Multiagent reinforcement learning meets random access in massive cellular Internet of Things
Internet of Things (IoT) has attracted considerable attention in recent years due to its
potential of interconnecting a large number of heterogeneous wireless devices. However, it …
potential of interconnecting a large number of heterogeneous wireless devices. However, it …
Delay-aware priority access classification for massive machine-type communication
MR Chowdhury, S De - IEEE Transactions on Vehicular …, 2021 - ieeexplore.ieee.org
Massive Machine-type Communications (mMTC) is one of the principal features of the 5th
Generation and beyond (5G+) mobile network services. Due to sparse but synchronous …
Generation and beyond (5G+) mobile network services. Due to sparse but synchronous …
Performance study and enhancement of access barring for massive machine-type communications
Machine-type communications (MTC) is an emerging technology that boosts the
development of the Internet of Things by providing ubiquitous connectivity and services …
development of the Internet of Things by providing ubiquitous connectivity and services …
Deep reinforcement learning based flexible preamble allocation for RAN slicing in 5G networks
AM Gedikli, M Koseoglu, S Sen - Computer Networks, 2022 - Elsevier
One of the most difficult challenges in radio access network slicing occurs in the connection
establishment phase where multiple devices use a common random access channel in …
establishment phase where multiple devices use a common random access channel in …
[PDF][PDF] Mini-slot based access barring scheme for IoT networks
These rising adoption of Internet of Things (IoT) devices in various applications have placed
significant demands on cellular networks, including LTE/5G because they have to provide …
significant demands on cellular networks, including LTE/5G because they have to provide …
[HTML][HTML] Performance analysis of access class barring for next generation IoT devices
Massively dense deployment of Internet of Things (IoT) devices has put a stringent
requirement on cellular networks to provide convenient service for not only human type …
requirement on cellular networks to provide convenient service for not only human type …
Evolution of random access process: From Legacy networks to 5G and beyond
In this paper, we discuss the random access procedures in legacy networks, long‐term
evolution, LTE‐Advanced, and 5G networks. Random access is the first and incumbent step …
evolution, LTE‐Advanced, and 5G networks. Random access is the first and incumbent step …
[HTML][HTML] Access control in NB-IoT networks: A deep reinforcement learning strategy
Y Hadjadj-Aoul, S Ait-Chellouche - Information, 2020 - mdpi.com
The Internet of Things (IoT) is a key enabler of the digital mutation of our society. Driven by
various services and applications, Machine Type Communications (MTC) will become an …
various services and applications, Machine Type Communications (MTC) will become an …
[HTML][HTML] Combined access barring scheme for IoT devices using Bayesian estimation
This paper focuses on proposing a new access barring scheme for internet of things (IoT)
devices in long term evolution advanced (LTE/LTE-A) and 5G networks. Massive number of …
devices in long term evolution advanced (LTE/LTE-A) and 5G networks. Massive number of …
[PDF][PDF] Mobile network connectivity analysis for device to device communication in 5G network.
Since long term evolved release 14 (LTE R14), the device to device (D2D) communications
have become a promising technology for in-band or outband mobile communication …
have become a promising technology for in-band or outband mobile communication …