[HTML][HTML] Highly accurate and reliable wireless network slicing in 5th generation networks: a hybrid deep learning approach

S Khan, S Khan, Y Ali, M Khalid, Z Ullah… - Journal of Network and …, 2022 - Springer
… next generation networks like 5th generation (5G) and 6th generation (6G) networks requires
… In these networks, reconfigurable wireless network slicing is considered as one of the key …

[PDF][PDF] The 5th generation mobile wireless networks-key concepts, network architecture and challenges

A Agarwal, G Misra, K Agarwal - American …, 2015 - article …
… After a brief introduction to 5th generation wireless systems, this section briefly outlines the
… ) means a physical connection method for a radio based communication network. It is shown …

Fifth generation (5G) cellular and the network for tomorrow: cognitive and cooperative approach for energy savings

SS Soliman, B Song - Journal of Network and Computer Applications, 2017 - Elsevier
approaches that can take the energy savings to the next level in both the mobile and the
network … on energy efficient Fifth Generation New Radio (5G NR) wireless networks. Eco-friendly …

A flexible scheduling algorithm for the 5th-generation networks

L Li, W Shao, X Zhou - Intelligent and Converged Networks, 2021 - ieeexplore.ieee.org
… According to the 3rd Generation Partnership Project timelines… the 4th-Generation (4G) wireless
technologies, the 5thGeneration (5G… 5G networks still adopt orthogonal frequency division …

[PDF][PDF] Artificial intelligence techniques over the fifth generation (5G) mobile networks

AN Hassan, S Al-Chlaihawi… - Indonesian Journal of …, 2021 - researchgate.net
… 5G networks [9]. The use of artificial intelligence and machine learning in communications
networks … The purpose of this paper is to review and categorize the methods used by artificial …

Solving optimization problems in the fifth generation of cellular networks by using meta-heuristics approaches

D Boughaci - Procedia Computer Science, 2021 - Elsevier
fifth generation of cellular networks. We start with highlighting some main concepts of the 5G
mobile networks. … how these problems can be solved by using meta-heuristics approaches. …

[HTML][HTML] Big data perspective and challenges in next generation networks

K Sultan, H Ali, Z Zhang - Future Internet, 2018 - mdpi.com
… -generation heterogeneous network has been presented in [87]. This architecture uses online
learning approach … various advanced learning methods and associated solution for next …

Can 5th generation local training methods support client sampling? yes!

M Grudzień, G Malinovsky… - … Conference on Artificial …, 2023 - proceedings.mlr.press
… To the best of our knowledge, this is the first 5th generation LT method which works with
client sampling (see Table 1). Moreover, according to Woodworth and Srebro (2016), the …

A short survey on next generation 5G wireless networks

A Yıldız, Š Džakmić, MA Saleh - Sustainable Engineering and …, 2019 - sei.ardascience.com
fifth generation in network communication. Also, according to Mamta Agiwal et al [3], one of
the main role of the next generationmethod but as not flexible as digital one [17]. Antenna …

Resource allocation in mmWave 5G IAB networks: A reinforcement learning approach based on column generation

B Zhang, F Devoti, I Filippini, D De Donno - Computer Networks, 2021 - Elsevier
… We place emphasis on realistic scenarios and unreliable networks that are vulnerable to …
online training version of the approach, which we evaluate against traditional approaches via …