[PDF][PDF] A review on machine learning and deep learning for various antenna design applications
The next generation of wireless communication networks will rely heavily on machine
learning and deep learning. In comparison to traditional ground-based systems, the …
learning and deep learning. In comparison to traditional ground-based systems, the …
Millimeter-wave NOMA with user grouping, power allocation and hybrid beamforming
This paper investigates the application of non-orthogonal multiple access in millimeter-Wave
communications (mmWave-NOMA). Particularly, we consider downlink transmission with a …
communications (mmWave-NOMA). Particularly, we consider downlink transmission with a …
Millimeter-wave communications with non-orthogonal multiple access for B5G/6G
In order to further improve the system capacity, we explore the integration of non-orthogonal
multiple access (NOMA) in millimeter-wave communications (mmWave-NOMA) for future …
multiple access (NOMA) in millimeter-wave communications (mmWave-NOMA) for future …
Antenna array enabled space/air/ground communications and networking for 6G
Antenna arrays have a long history of more than 100 years and have evolved closely with
the development of electronic and information technologies, playing an indispensable role …
the development of electronic and information technologies, playing an indispensable role …
A survey of millimeter-wave communication: Physical-layer technology specifications and enabling transmission technologies
Millimeter-wave (mmWave) frequency bands, which offer abundant underutilized spectral
resources, have been explored and exploited in the past several years to meet the …
resources, have been explored and exploited in the past several years to meet the …
Low-overhead beam training scheme for extremely large-scale RIS in near field
Extremely large-scale reconfigurable intelligent surface (XL-RIS) has recently been
proposed and is recognized as a promising technology that can further enhance the …
proposed and is recognized as a promising technology that can further enhance the …
Unmanned aerial vehicle base station (UAV-BS) deployment with millimeter-wave beamforming
Unmanned aerial vehicle (UAV) with flexible mobility and low cost has been a promising
technology for wireless communication. Thus, it can be used for wireless data collection in …
technology for wireless communication. Thus, it can be used for wireless data collection in …
Deep learning based beam training for extremely large-scale massive MIMO in near-field domain
Extremely large-scale massive multiple-input-multiple-output (XL-MIMO) is regarded as a
promising technology for next-generation communication systems. In order to enhance the …
promising technology for next-generation communication systems. In order to enhance the …
Hierarchical codebook-based multiuser beam training for millimeter wave massive MIMO
In this article, multiuser beam training based on hierarchical codebook for millimeter wave
massive multi-input multi-output is investigated, where the base station (BS) simultaneously …
massive multi-input multi-output is investigated, where the base station (BS) simultaneously …
Machine learning for beam alignment in millimeter wave massive MIMO
This letter investigates beam alignment for multi-user millimeter wave (mmWave) massive
multi-input multi-output system. Unlike the existing works using machine learning (ML), an …
multi-input multi-output system. Unlike the existing works using machine learning (ML), an …