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 …

A review of deep learning in 5G research: Channel coding, massive MIMO, multiple access, resource allocation, and network security

A Ly, YD Yao - IEEE Open Journal of the Communications …, 2021 - ieeexplore.ieee.org
The current development of 5G technology is flourishing with widespread deployment
across the world at a rapid pace. However, there is still a demand concerning 5G research …

Evolution of NOMA toward next generation multiple access (NGMA) for 6G

Y Liu, S Zhang, X Mu, Z Ding, R Schober… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
Due to the explosive growth in the number of wireless devices and diverse wireless
services, such as virtual/augmented reality and Internet-of-Everything, next generation …

Resource allocation in terrestrial-satellite-based next generation multiple access networks with interference cooperation

Y Zhang, H Zhang, H Zhou, K Long… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
In this paper, an uplink non-orthogonal multiple access (NOMA) terrestrial-satellite network
is investigated, where the terrestrial base stations (BSs) communicate with satellite by …

Drl-driven joint task offloading and resource allocation for energy-efficient content delivery in cloud-edge cooperation networks

C Fang, Z Hu, X Meng, S Tu, Z Wang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
With the proliferation of mobile devices (eg, vehicles and smartphones), rich media content
services from massive users lead to high network resource consumption and energy usage …

Cross-layer resource allocation for UAV-assisted wireless caching networks with NOMA

Y Yin, M Liu, G Gui, H Gacanin, H Sari… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV) assisted wireless caching networks (WCN) have been
recognized as a promising way to reduce the network load and improve the energy …

Zero-forcing oriented power minimization for multi-cell MISO-NOMA systems: A joint user grouping, beamforming, and power control perspective

Y Fu, M Zhang, L Salaün, CW Sung… - IEEE Journal on …, 2020 - ieeexplore.ieee.org
Future wireless communication systems have been imposed high requirement on power
efficiency for operator's profitability as well as to alleviate information and communication …

Utility maximization for IRS assisted wireless powered mobile edge computing and caching (WP-MECC) networks

Z Chu, P Xiao, M Shojafar, D Mi, W Hao… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
This paper exploits an intelligent reflecting surface (IRS) assisted wireless powered mobile
edge computing and caching (WP-MECC) network. In particular, an IRS is utilized to reflect …

A survey on applications of cache-aided NOMA

D Bepari, S Mondal, A Chandra… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Contrary to orthogonal multiple-access (OMA), non-orthogonal multiple-access (NOMA)
schemes can serve a pool of users without exploiting the scarce frequency or time domain …

Joint content caching, recommendation, and transmission optimization for next generation multiple access networks

Y Fu, Y Zhang, Q Zhu, M Chen… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
We exploit a behavior-shaping proactive mechanism, namely, recommendation, in cache-
assisted non-orthogonal multiple access (NOMA) networks, aiming at minimizing the …