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Classification of Services through Feature Selection and Machine Learning in 5G Networks
AbstractNetwork slicing (Ns) is a key enabling technology to support the concurrent provisioning of better quality of service (QoS) in 5G networks....
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OTN-over-WDM optimization in 5G networks: key challenges and innovation opportunities
The continued growth of both mobile broadband and fixed broadband subscriptions as well as the added deployment of Internet of Things devices has led...
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Sustainable augmented framework using smart sensors with ATM inspired 5G technologies for enterprise networks
The primary driving force behind the development of fifth-generation (5G) applications is the necessity of Concurrent Multipath Transfer (CMT)....
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Artificial Intelligence Assisted Enhanced Energy Efficient Model for Device-to-Device Communication in 5G Networks
Device-to-device (D2D) communications promise spectral and energy efficiency, total system capacity, and excellent data rates. These improvements in...
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Efficient Data Sensing Algorithm with Generalized Cascaded Chaotic Maps for Secure Cognitive Radio in 5G Networks
Sparse code multiple access (SCMA) has emerged as a significant technology to satisfy the essential criteria for 5G wireless networks, including high...
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Efficient data transmission over 5G Networks with improved accuracy using 802.11p
High-quality data traffic management providing ultra-low latency and less circuit complexity are the technical challenges for 5G cellular networks in...
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Radio Resource Scheduling in 5G Networks Based on Adaptive Golden Eagle Optimization Enabled Deep Q-Net
The growth of fifth-generation (5G) broadband wireless systems presents several issues in terms of network resource allocation. In a collaborative...
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Deep Learning-Based Multi-Domain Framework for End-to-End Services in 5G Networks
Over the past few years, network slicing has emerged as a pivotal component within the realm of 5G technology. It plays a critical role in...
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Performance model for factory automation in 5G networks
The fifth generation (5G) of mobile networks is emerging as a key enabler of modern factory automation (FA) applications that ensure timely and...
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Distribution of resources beyond 5G networks with heterogeneous parallel processing and graph optimization algorithms
In this paper, a design model for resource allocation is formulated beyond 5G networks for effective data allocations in each network nodes. In all...
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A machine learning framework for predicting downlink throughput in 4G-LTE/5G cellular networks
The current and next generations of cellular networks produce a massive amount of data. With this vast parameter increase, cellular communication...
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iRSL: Intelligent RAT selection framework for beyond 5G networks
Future networks are shifting towards more diversified and exemplary applications for societal benefits. To realise the functionalities of these...
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Drones as a service (DaaS) for 5G networks and blockchain-assisted IoT-based smart city infrastructure
Recent ground-breaking research in the Internet of Things (IoT) and drone technology has brought about revolutionary advancements in automation,...
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A forecasting-based approach for optimal deployment of edge servers in 5G networks
The growing need for applications with low latency and high bandwidth in 5G networks has shifted the emphasis towards integrating edge computing into...
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Use of edge resources for DNN model maintenance in 5G IoT networks
Internet-of-Things (IoT) services become closely coupled with machine learning and cloud computing, where the 5G network provides the connectivity...
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Load-Aware Greedy Dynamic CoMP Clustering Mechanism for DPS CoMP in 5G Networks
Cooperative communications offered by the Coordinated Multipoint (CoMP) technique have been introduced and become an important technique in the 5G...
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Cluster-Based Hybrid Approach for PCI Configuration and Optimization in 5G EN-DC Heterogeneous Networks
With the development of 5G technologies and the implementation of EN-DC architecture in heterogeneous networks, managing Physical Cell Identity (PCI)...
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Blockchain Technology in 5G Networks: Performance Comparison of Private and Public Blockchains
AbstractThe use of blockchain in 5G networks gives a number of opportunities to improve security, privacy, and quality of service. However, despite...
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DDDAS for Optimized Design and Management of 5G and Beyond 5G (6G) Networks
The technologies vested by the introduction of fifth generation (5G) networks as well as the emerging 6G systems present opportunities for enhanced...
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Improved drop** attacks detecting system in 5g networks using machine learning and deep learning approaches
Non Orthogonal Multiple Access (NOMA) successfully drew attention to the deployment of 5th Generation (5G) wireless communication systems, and it is...
