NOMA and 5G emerging technologies: A survey on issues and solution techniques
Abstract Power Domain Non-Orthogonal Multiple Access (PD-NOMA) is a potential
technology for the next generation of cellular networks. Compared to classical orthogonal …
technology for the next generation of cellular networks. Compared to classical orthogonal …
[HTML][HTML] A survey of deep learning based NOMA: State of the art, key aspects, open challenges and future trends
SAH Mohsan, Y Li, AV Shvetsov, J Varela-Aldás… - Sensors, 2023 - mdpi.com
Non-Orthogonal Multiple Access (NOMA) has become a promising evolution with the
emergence of fifth-generation (5G) and Beyond-5G (B5G) rollouts. The potentials of NOMA …
emergence of fifth-generation (5G) and Beyond-5G (B5G) rollouts. The potentials of NOMA …
6G massive radio access networks: Key applications, requirements and challenges
Driven by the emerging use cases in massive access future networks, technological
advancements and evolutions are needed for wireless communications beyond the fifth …
advancements and evolutions are needed for wireless communications beyond the fifth …
Overview of precoding techniques for massive MIMO
MA Albreem, AH Al Habbash, AM Abu-Hudrouss… - IEEE …, 2021 - ieeexplore.ieee.org
Massive multiple-input multiple-output (MIMO) is playing a crucial role in the fifth generation
(5G) and beyond 5G (B5G) communication systems. Unfortunately, the complexity of …
(5G) and beyond 5G (B5G) communication systems. Unfortunately, the complexity of …
[HTML][HTML] Application of reinforcement learning and deep learning in multiple-input and multiple-output (MIMO) systems
The current wireless communication infrastructure has to face exponential development in
mobile traffic size, which demands high data rate, reliability, and low latency. MIMO systems …
mobile traffic size, which demands high data rate, reliability, and low latency. MIMO systems …
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 …
across the world at a rapid pace. However, there is still a demand concerning 5G research …
Massive MIMO-NOMA networks with imperfect SIC: Design and fairness enhancement
This paper addresses multi-user multi-cluster massive multiple-input-multiple-output (MIMO)
systems with non-orthogonal multiple access (NOMA). Assuming the downlink mode, and …
systems with non-orthogonal multiple access (NOMA). Assuming the downlink mode, and …
[HTML][HTML] When 5G meets deep learning: a systematic review
This last decade, the amount of data exchanged on the Internet increased by over a
staggering factor of 100, and is expected to exceed well over the 500 exabytes by 2020. This …
staggering factor of 100, and is expected to exceed well over the 500 exabytes by 2020. This …
Deep learning based successive interference cancellation for the non-orthogonal downlink
Non-orthogonal communications are expected to play a key role in future wireless systems.
In downlink transmissions, the data symbols are broadcast from a base station to different …
In downlink transmissions, the data symbols are broadcast from a base station to different …
Deep-learning-enhanced NOMA transceiver design for massive MTC: Challenges, state of the art, and future directions
Non-orthogonal multiple access (NOMA) is a promising evolution path to meet the
requirements of massive machine type communications (mMTC) in 5G and beyond …
requirements of massive machine type communications (mMTC) in 5G and beyond …