Intelligent 6G Admission Control Leveraging LSTM-Based Request Forecasting

P Pathak, S Schwarzmann, R Trivisonno… - ICC 2023-IEEE …, 2023 - ieeexplore.ieee.org
5G mechanisms typically rely on resource over-provisioning or static reservations to satisfy
the stringent demands of critical connections. Consequently, 5G networks are inefficient in …

Qcell: Self-optimization of softwarized 5g networks through deep q-learning

B Casasole, L Bonati, S D'Oro… - 2021 IEEE Global …, 2021 - ieeexplore.ieee.org
With the unprecedented rise in traffic demand and mobile subscribers, real-time fine-grained
optimization frame-works are crucial for the future of cellular networks. Indeed, rigid and …

Artificial intelligence-enabled cellular networks: A critical path to beyond-5G and 6G

R Shafin, L Liu, V Chandrasekhar… - IEEE Wireless …, 2020 - ieeexplore.ieee.org
Mobile network operators (MNOs) are in the process of overlaying their conventional macro
cellular networks with shorter range cells such as outdoor pico cells. The resultant increase …

[PDF][PDF] Study on 5G Network Architecture, Research Challenges, and Existing Solutions

S Kabir - researchgate.net
The most important and fundamental advances in information technology that have rapidly
expanded and are still changing human existence during the past few decades are mobile …

Proactive Allocation of Radio Resources to Enhance Service Continuity in Cellular Networks

NP Kuruvatti, SB Mallikarjun… - … on Electrical and …, 2021 - ieeexplore.ieee.org
Mobile communication is one of the most widely used technologies in today's world, which is
on the verge of its fifth-generation (5G). Mobile broadband services are frequently availed by …

[PDF][PDF] E4. Final report on 6G system with joint communication and localization, ML-based analytics and scalable privacy architecture

PDEU DE, IDP LA COHESIÓN - enable6g.eu
At the core of managing mobility in a cellular network lies a vital and high-impact service
known as the handover scheme. The handover scheme—which is implemented at the edge …

5G: Radio Technology Crafted for Wireless Cellular Connectivity

R Kumar, I Singh, A Alkhayyat, A Joshi… - … on Computing for …, 2024 - ieeexplore.ieee.org
5G denotes the fifth phase of radio technology crafted for wireless cellular connectivity.
Historical trends indicate that significant technological advancement occurred in …

[图书][B] Towards 5G: Applications, requirements and candidate technologies

R Vannithamby, S Talwar - 2017 - books.google.com
This book brings together a group of visionaries and technical experts from academia to
industry to discuss the applications and technologies that will comprise the next set of …

Special Issue on 6G Technologies and Applications

A Narayanan, M Marina… - IEEE Internet …, 2024 - ieeexplore.ieee.org
In this issue of Internet Computing, we included articles that tackle the technical challenges
around both 6G technologies and applications. The first two articles focus on bringing …

Power-aware planning and design for next generation wireless networks

C Gao - 2015 - search.proquest.com
Mobile network operators have witnessed a transition from being voice dominated to
video/data domination, which leads to a dramatic traffic growth over the past decade. With …