Network slicing and softwarization: A survey on principles, enabling technologies, and solutions
Network slicing has been identified as the backbone of the rapidly evolving 5G technology.
However, as its consolidation and standardization progress, there are no literatures that …
However, as its consolidation and standardization progress, there are no literatures that …
AI-driven zero touch network and service management in 5G and beyond: Challenges and research directions
The foreseen complexity in operating and managing 5G and beyond networks has propelled
the trend toward closed-loop automation of network and service management operations. To …
the trend toward closed-loop automation of network and service management operations. To …
Channel state information prediction for 5G wireless communications: A deep learning approach
Channel state information (CSI) estimation is one of the most fundamental problems in
wireless communication systems. Various methods, so far, have been developed to conduct …
wireless communication systems. Various methods, so far, have been developed to conduct …
A comprehensive survey of enabling and emerging technologies for social distancing—Part I: Fundamentals and enabling technologies
Social distancing plays a pivotal role in preventing the spread of viral diseases illnesses
such as COVID-19. By minimizing the close physical contact among people, we can reduce …
such as COVID-19. By minimizing the close physical contact among people, we can reduce …
DeepCog: Cognitive network management in sliced 5G networks with deep learning
Network slicing is a new paradigm for future 5G networks where the network infrastructure is
divided into slices devoted to different services and customized to their needs. With this …
divided into slices devoted to different services and customized to their needs. With this …
Intelligent resource scheduling for 5G radio access network slicing
It is widely acknowledged that network slicing can tackle the diverse use cases and
connectivity services of the forthcoming next-generation mobile networks (5G). Resource …
connectivity services of the forthcoming next-generation mobile networks (5G). Resource …
Resource allocation for network slicing in 5G telecommunication networks: A survey of principles and models
With the rapid and sustained growth of network demands, 5G telecommunication networks
are expected to provide flexible, scalable, and resilient communication and network …
are expected to provide flexible, scalable, and resilient communication and network …
Spatio-temporal analysis and prediction of cellular traffic in metropolis
Understanding and predicting cellular traffic at large-scale and fine-granularity is beneficial
and valuable to mobile users, wireless carriers, and city authorities. Predicting cellular traffic …
and valuable to mobile users, wireless carriers, and city authorities. Predicting cellular traffic …
A deep learning method based on an attention mechanism for wireless network traffic prediction
M Li, Y Wang, Z Wang, H Zheng - Ad Hoc Networks, 2020 - Elsevier
With the rapid development of wireless networks, the self-management and active
adjustment capabilities of base stations have become crucial. The accurate prediction of …
adjustment capabilities of base stations have become crucial. The accurate prediction of …
Integration of D2D, network slicing, and MEC in 5G cellular networks: Survey and challenges
With the tremendous demand for connectivity anywhere and anytime, existing network
architectures should be modified. To cope with the challenges that arise due to the …
architectures should be modified. To cope with the challenges that arise due to the …