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   Articles with "ran slicing" as a keyword



Highly Flexible RAN Slicing Approach to Manage Isolation, Priority, Efficiency

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recommendations! Published in 2019 at "IEEE Access"

DOI: 10.1109/access.2019.2929732

Abstract: The evolution toward 5G is driven by the need of providing a wide range of services differing on needed network functionalities, performance requirements, type of devices, and going beyond the human-type communications. Such a wide… read more here.

Keywords: ran slicing; slicing approach; efficiency; manage ... See more keywords

Applications of Machine Learning in Resource Management for RAN-Slicing in 5G and Beyond Networks: A Survey

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recommendations! Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3210254

Abstract: One of the key foundations of 5th Generation (5G) and beyond 5G (B5G) networks is network slicing, in which the network is partitioned into several separated logical networks, taking into account the requirements of diverse… read more here.

Keywords: resource management; network; machine learning; ran slicing ... See more keywords

Chained Orchestrator Algorithm for RAN-Slicing Resource Management: A Contribution to Ultra-Reliable 6G Communications

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recommendations! Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3218061

Abstract: The exponentially growing trend of Internet-connected devices and the development of new applications have led to an increase in demands and data rates flowing over cellular networks. If this continues to have the same tendency,… read more here.

Keywords: resource management; chained orchestrator; network; orchestrator algorithm ... See more keywords

RAN Slicing Toward Coexistence of Time-Sensitive Networking and Wireless Networking

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recommendations! Published in 2024 at "IEEE Communications Magazine"

DOI: 10.1109/mcom.003.2300089

Abstract: The next generation of industrial wireless networking is expected to integrate the capabilities of time-sensitive networking (TSN), providing deterministic communication for industrial applications within wireless domain. Fifth generation (5G) systems integrate with TSN as a… read more here.

Keywords: time; tsn; ran slicing; wireless ... See more keywords

5G RAN Slicing for Verticals: Enablers and Challenges

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recommendations! Published in 2019 at "IEEE Communications Magazine"

DOI: 10.1109/mcom.2018.1701319

Abstract: This article investigates the slicing concept in the 5G RAN with the related challenges and research problems. The objective is to identify the plausible options for implementing the slicing concept at the RAN level by… read more here.

Keywords: challenges ran; ran slicing; verticals enablers; enablers challenges ... See more keywords

Communication and Computation O-RAN Resource Slicing for URLLC Services Using Deep Reinforcement Learning

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recommendations! Published in 2022 at "IEEE Communications Standards Magazine"

DOI: 10.1109/mcomstd.0002.2100078

Abstract: The evolution of the future beyond-5G/6G networks toward a service-aware network is based on network slicing technology. With network slicing, communication service providers seek to meet all the requirements imposed by the verticals, including ultra-reliable… read more here.

Keywords: network; communication; ran slicing; urllc services ... See more keywords

Machine Learning-Based 5G RAN Slicing for Broadcasting Services

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recommendations! Published in 2022 at "IEEE Transactions on Broadcasting"

DOI: 10.1109/tbc.2021.3122353

Abstract: Along with the commercialization of evolved multimedia broadcast multicast services (eMBMS), the number of mobile broadcasting users is growing notably. Previous works reveal that the accuracy of mobile channel estimation will significantly impact the quality… read more here.

Keywords: broadcasting services; channel; ran slicing; machine learning ... See more keywords

Enhancing V2X QoS: A Dual Approach of Packet Duplication and Dynamic RAN Slicing in B5G

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recommendations! Published in 2024 at "IEEE Transactions on Intelligent Transportation Systems"

DOI: 10.1109/tits.2024.3350236

Abstract: The advent of the Fifth Generation (5G) and Beyond (B5G) mobile communications has led to the emergence of novel vertical services, necessitating the reconfiguration of network architecture to address stringent Quality of Service (QoS) demands,… read more here.

Keywords: ran slicing; packet duplication; b5g; dynamic ran ... See more keywords
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Service Provisioning Framework for RAN Slicing: User Admissibility, Slice Association and Bandwidth Allocation

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recommendations! Published in 2020 at "IEEE Transactions on Mobile Computing"

DOI: 10.1109/tmc.2020.3000657

Abstract: Network slicing (NS) has been identified as one of the most promising architectural technologies for future mobile network systems to meet the extremely diversified service requirements of users. In radio access networks (RAN) slicing, service… read more here.

Keywords: slice; framework; ran slicing; association ... See more keywords

Analytical Modeling and Improvement of Interference-Coupled RAN Slicing

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recommendations! Published in 2024 at "IEEE Transactions on Mobile Computing"

DOI: 10.1109/tmc.2024.3431194

Abstract: Network slicing, a key component of 5G, enables simultaneously running incompatible service types on a common infrastructure. Inter-slice isolation, as a key requirement of slicing, ensures that slice activity, i.e., containing a flow under transmission,… read more here.

Keywords: analytical modeling; ran slicing; isolation; network ... See more keywords

Blockchain-Enabled Resource Trading and Deep Reinforcement Learning-Based Autonomous RAN Slicing in 5G

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recommendations! Published in 2022 at "IEEE Transactions on Network and Service Management"

DOI: 10.1109/tnsm.2021.3124046

Abstract: The advent of radio access network (RAN) slicing is envisioned as a new paradigm for accommodating different virtualized networks on a single infrastructure in 5G and beyond. Consequently, infrastructure providers (InPs) desire virtualized networks to… read more here.

Keywords: ran slicing; blockchain; resource trading; resource ... See more keywords