5G backhaul: requirements, challenges, and emerging technologies

MM Ahamed, S Faruque - Broadband Communications Networks …, 2018 - books.google.com
Abstract 5G is the next generation cellular networks which is expected to quench the ever-
ending thirst of data rates and interconnect billions of smart devices to support not only …

Enabling AI in future wireless networks: A data life cycle perspective

DC Nguyen, P Cheng, M Ding… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
Recent years have seen rapid deployment of mobile computing and Internet of Things (IoT)
networks, which can be mostly attributed to the increasing communication and sensing …

6G wireless systems: Vision, requirements, challenges, insights, and opportunities

H Tataria, M Shafi, AF Molisch, M Dohler… - Proceedings of the …, 2021 - ieeexplore.ieee.org
Mobile communications have been undergoing a generational change every ten years or
so. However, the time difference between the so-called “G's” is also decreasing. While fifth …

Benefits and impact of cloud computing on 5G signal processing: Flexible centralization through cloud-RAN

D Wubben, P Rost, JS Bartelt, M Lalam… - IEEE signal …, 2014 - ieeexplore.ieee.org
Cloud computing draws significant attention in the information technology (IT) community as
it provides ubiquitous on-demand access to a shared pool of configurable computing …

Toward massive machine type cellular communications

Z Dawy, W Saad, A Ghosh, JG Andrews… - IEEE Wireless …, 2016 - ieeexplore.ieee.org
Cellular networks have been engineered and optimized to carrying ever-increasing amounts
of mobile data, but over the last few years, a new class of applications based on machine …

[HTML][HTML] Deep learning-driven wireless communication for edge-cloud computing: opportunities and challenges

H Wu, X Li, Y Deng - Journal of Cloud Computing, 2020 - Springer
Future wireless communications are becoming increasingly complex with different radio
access technologies, transmission backhauls, and network slices, and they play an …

Big data analytics in telecommunications: literature review and architecture recommendations

H Zahid, T Mahmood, A Morshed… - IEEE/CAA Journal of …, 2019 - ieeexplore.ieee.org
This paper focuses on facilitating state-of-the-art applications of big data analytics (BDA)
architectures and infrastructures to telecommunications (telecom) industrial sector. Telecom …

The big-data-driven intelligent wireless network: architecture, use cases, solutions, and future trends

I Chih-Lin, Q Sun, Z Liu, S Zhang… - IEEE vehicular …, 2017 - ieeexplore.ieee.org
The concept of using big data (BD) for wireless communication network optimization is no
longer new. However, previous work has primarily focused on long-term policies in the …

[图书][B] Wireless Communication

HV Poor, GW Wornell - 1998 - dl.acm.org
From the Publisher: In Wireless Communications: Signal Processing Perspectives, leaders
in the field describe state-of-the-art research in applying signal processing methodologies in …

Challenges in 5G: how to empower SON with big data for enabling 5G

A Imran, A Zoha, A Abu-Dayya - IEEE network, 2014 - ieeexplore.ieee.org
While an al dente character of 5G is yet to emerge, network densification, miscellany of node
types, split of control and data plane, network virtualization, heavy and localized cache …