Quantum machine learning for 6G communication networks: State-of-the-art and vision for the future
The upcoming fifth generation (5G) of wireless networks is expected to lay a foundation of
intelligent networks with the provision of some isolated artificial intelligence (AI) operations …
intelligent networks with the provision of some isolated artificial intelligence (AI) operations …
Reinforcement learning in multiple-UAV networks: Deployment and movement design
A novel framework is proposed for quality of experience driven deployment and dynamic
movement of multiple unmanned aerial vehicles (UAVs). The problem of joint non-convex …
movement of multiple unmanned aerial vehicles (UAVs). The problem of joint non-convex …
Unsupervised machine learning-based user clustering in millimeter-wave-NOMA systems
Millimeter-wave non-orthogonal multiple access (mm-wave-NOMA) systems exploit the
power domain for multiple accesses to further enhance the spectral efficiency. User …
power domain for multiple accesses to further enhance the spectral efficiency. User …
AI-enabled UAV communications: Challenges and future directions
Recently, unmanned aerial vehicles (UAVs) communications gained significant
concentration as a talented technology for future wireless communications using its …
concentration as a talented technology for future wireless communications using its …
A comprehensive review on NOMA assisted emerging techniques in 5G and beyond 5G wireless systems
A promising technique for increasing the number of users in a wireless network is Non-
Orthogonal Multiple Access (NOMA) which improves the spectral efficiency and unfairness …
Orthogonal Multiple Access (NOMA) which improves the spectral efficiency and unfairness …
Leveraging machine learning for millimeter wave beamforming in beyond 5G networks
Millimeter wave (mmWave) communication has attracted considerable attention as a key
technology for the next-generation wireless communications thanks to its exceptional …
technology for the next-generation wireless communications thanks to its exceptional …
Stackelberg game for user clustering and power allocation in millimeter wave-NOMA systems
In this paper, the joint design of user clustering and power allocation is investigated in a
downlink non-orthogonal multiple access-based millimeter wave (mm-wave-NOMA) system …
downlink non-orthogonal multiple access-based millimeter wave (mm-wave-NOMA) system …
Joint optimization framework for user clustering, downlink beamforming, and power allocation in MIMO NOMA systems
In this paper, we investigate the application of downlink beamforming along with non-
orthogonal multiple access (NOMA) in a multi-user multiple-input multiple-output (MIMO) …
orthogonal multiple access (NOMA) in a multi-user multiple-input multiple-output (MIMO) …
QoE analysis in cache-enabled multi-UAV networks
This paper presents a quality of experience (QoE)-guided content delivery framework in
cache-enabled multi-unmanned aerial vehicle (UAV) networks, measured from the content …
cache-enabled multi-unmanned aerial vehicle (UAV) networks, measured from the content …
Selected aspects of non orthogonal multiple access for future wireless communications
In this paper overview of recent selected works that deal with novel directions in which Non
orthogonal multiple access (NOMA) research is progressing is presented. These include the …
orthogonal multiple access (NOMA) research is progressing is presented. These include the …