Ponències/Comunicacions de congressos
Enviaments recents
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Reinforcement learning tools for 5G and beyond radio access networks: from concept to implementation
(Institute of Electrical and Electronics Engineers (IEEE), 2023)
Comunicació de congrés
Accés obert -
On the detection and solution of coverage holes in 5G networks through relay user equipment: a combined DBSCAN and deep-Q network approach
(Institute of Electrical and Electronics Engineers (IEEE), 2023)
Text en actes de congrés
Accés obertThis paper proposes a model to detect and solve coverage holes in 5G Radio Access Network (RAN) deployments operating with millimeter waves. The proposed model utilizes a DBSCAN-based detector to identify coverage constrained ... -
BeGREEN: Beyond 5G energy efficient networking by hardware acceleration and AI-driven management of network functions
(Institute of Electrical and Electronics Engineers (IEEE), 2023)
Text en actes de congrés
Accés obertThis paper presents a technical overview of BeGREEN project, a Horizon Europe, Smart Networks and Services Joint-Undertaking (SNS-JU) Phase 1 project kicked off on January 1, 2023 [1]. This paper is intended to describe ... -
An evolutionary edge computing architecture for beyond 5G era
(Institute of Electrical and Electronics Engineers (IEEE), 2023)
Comunicació de congrés
Accés obertBeyond 5G (B5G) communication networks face the challenge of meeting the demanding requirements of various service types, including uRLLC, mIoT, eMBB, and emerging technologies like Extended Reality (XR). Edge computing ... -
Expanding edge computing deeper into beyond 5G radio access networks
(2023)
Text en actes de congrés
Accés obertRelevant services envisaged for beyond 5G (B5G) systems, such as extended reality and holographic communications, present stringent user experience requirements with high computational and communication demands. While edge ... -
On the application of Q-learning for mobility load balancing in realistic vehicular scenarios
(Institute of Electrical and Electronics Engineers (IEEE), 2023)
Text en actes de congrés
Accés obertOne of the applications where fifth generation (5G) networks are expected to have a greatest impact is vehicular-to-everything (V2X) communications. The exchange of data among different vehicles on the network will make ... -
The role of network digital twinning in a 6G-oriented optimization-as-a-service platform
(Luis Landesa-Porras, 2023)
Comunicació de congrés
Accés obertThe advent of 5G has meant providing users with higher data rates, more connected devices and lower latency, implying the need to redefine traditional network management methods. In addition, 6G is expected to provide much ... -
AI-powered edge computing evolution for beyond 5G communication networks
(Institute of Electrical and Electronics Engineers (IEEE), 2023)
Text en actes de congrés
Accés obertEdge computing is a key enabling technology that is expected to play a crucial role in beyond 5G (B5G) and 6G communication networks. By bringing computation closer to where the data is generated, and leveraging Artificial ... -
A deep q network-based multi-connectivity algorithm for heterogeneous 4G/5G cellular systems
(Springer, 2022)
Text en actes de congrés
Accés restringit per política de l'editorialMulti-connectivity, which allows a user equipment to be simultaneously connected to multiple cells from different radio access network nodes that can be from a single or multiple radio access technologies, has emerged as ... -
Deep learning-based multi-connectivity optimization in cellular networks
(2022)
Comunicació de congrés
Accés restringit per política de l'editorialMulti-connectivity emerges as a useful feature to handle the traffic in heterogeneous cellular scenarios and fulfill the demanding requirements in terms of data rate and reliability. It allows a device to be simultaneously ... -
On the implementation of a reinforcement learning-based capacity sharing algorithm in O-RAN
(Institute of Electrical and Electronics Engineers (IEEE), 2022)
Comunicació de congrés
Accés restringit per política de l'editorialThe capacity sharing problem in Radio Access Network (RAN) slicing deals with the distribution of the capacity available in each RAN node among various RAN slices to satisfy their traffic demands and efficiently use the ... -
Marco de desarrollo software e implementación de algoritmos de inteligencia artificial para la gestión de redes radio 5G
(2022)
Text en actes de congrés
Accés obertThe increase in complexity of 5G and beyond mobile communications networks to accommodate multiple services with stringent requirements has led to the introduction of Artificial Intelligence (AI) capabilities for automating ...
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