过去一年中添加的文章，按日期排序
Slice admission control in 5G cloud radio access network using deep reinforcement learning: A survey
18 天前 - … , which is the use of DRL methods in 5G networks. Although related articles have
presented the use of these methods in resource management and network slicing (NSL) in the …
presented the use of these methods in resource management and network slicing (NSL) in the …
Optimizing network slicing in 6G networks through a hybrid deep learning strategy
21 天前 - … of 6G networks is flexible wireless network slicing. In this … that combines a
convolutional neural network (CNN) and a … learning techniques opted to address the network …
convolutional neural network (CNN) and a … learning techniques opted to address the network …
5G-Enabled Internet of Musical Things Architectures for Remote Immersive Musical Practices
22 天前 - … network slicing, where the physical network can be divided into multiple isolated
logical sub-networks … of the present study, entails the need for PLC methods to be applied not …
logical sub-networks … of the present study, entails the need for PLC methods to be applied not …
ML-powered KQI estimation for XR services. A case study on 360-video
23 天前 - … )-based network management in conjunction with other enabler technologies, such
as network slicing, virtualization, and MEC (Multi-access Edge Computing), among others. …
as network slicing, virtualization, and MEC (Multi-access Edge Computing), among others. …
FlexNN: Efficient and Adaptive DNN Inference on Memory-Constrained Edge Devices
24 天前 - … and kernels, we introduce two approaches of layer slicing with different latency-memory …
Driver activity recognition for intelligent vehicles: A deep learning approach. IEEE …
Driver activity recognition for intelligent vehicles: A deep learning approach. IEEE …
Managing 5G IOT Network Operations and Safety Using Deep Learning and Attention Methods
25 天前 - … In addition, the utilisation of network modelling tools, such as network slicing,
improves the efficiency of resource management and reduces security threats by dividing IoT …
improves the efficiency of resource management and reduces security threats by dividing IoT …
Hierarchical Reinforcement Learning based Resource Allocation for RAN Slicing
25 天前 - … One of the key concepts in 5G and beyond systems is network slicing (NS) which
… inter-slice and intra-slice resource allocation. Furthermore, we propose methods to address …
… inter-slice and intra-slice resource allocation. Furthermore, we propose methods to address …
6G+ Networks Through Enhanced Efficiency and Sustainability With MADDPG-Driven Network Slicing in SoS Environments
A Andreou, CX Mavromoustakis - … and Networking, 2024 - ieeexplore.ieee.org
30 天前 - … This study adopts a divide-and-conquer strategy to navigate the intricate challenge
of … Integrating machine learning algorithms further empowers each network slice to adopt …
of … Integrating machine learning algorithms further empowers each network slice to adopt …
Network Slicing Resource Allocation Optimization Based on Multiactor-Attention-Critic Joint With Bidding in Heterogeneous Integrated Network
G Chen, X Zhang, S Qi, Q Zeng… - IEEE Systems …, 2024 - ieeexplore.ieee.org
33 天前 - … of beyond 5G/6G networks, network slicing (NS) is … allocation in wireless
federated learning networks: A long-… reinforcement learning aided distributed network slicing …
federated learning networks: A long-… reinforcement learning aided distributed network slicing …
Security Challenges in 6G Networks: A Game Theory-based Intrusion Detection with Network Slicing and AI/ML Perspectives
37 天前 - … The paper aims to integrate game theory and machine learning with the network
slicing … the use of network slicing in our scenario, highlighting machine learning techniques for …
slicing … the use of network slicing in our scenario, highlighting machine learning techniques for …