A tutorial on mathematical modeling of 5G/6G millimeter wave and terahertz cellular systems
Millimeter wave (mmWave) and terahertz (THz) radio access technologies (RAT) are
expected to become a critical part of the future cellular ecosystem providing an abundant …
expected to become a critical part of the future cellular ecosystem providing an abundant …
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 …
Millimeter wave fmcw radars for perception, recognition and localization in automotive applications: A survey
MmWave (millimeter wave) Frequency Modulated Continuous Waves (FMCW) RADARs are
sensors based on frequency-modulated electromagnetic which see their environment in 3D …
sensors based on frequency-modulated electromagnetic which see their environment in 3D …
Vision-aided 6G wireless communications: Blockage prediction and proactive handoff
G Charan, M Alrabeiah… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The sensitivity to blockages is a key challenge for millimeter wave and terahertz networks in
5G and beyond. Since these networks mainly rely on line-of-sight (LOS) links, sudden link …
5G and beyond. Since these networks mainly rely on line-of-sight (LOS) links, sudden link …
A survey of machine learning applications to handover management in 5G and beyond
Handover (HO) is one of the key aspects of next-generation (NG) cellular communication
networks that need to be properly managed since it poses multiple threats to quality-of …
networks that need to be properly managed since it poses multiple threats to quality-of …
Deep learning on multimodal sensor data at the wireless edge for vehicular network
Beam selection for millimeter-wave links in a vehicular scenario is a challenging problem, as
an exhaustive search among all candidate beam pairs cannot be assuredly completed …
an exhaustive search among all candidate beam pairs cannot be assuredly completed …
A literature survey on AI-aided beamforming and beam management for 5G and 6G systems
DS Brilhante, JC Manjarres, R Moreira… - Sensors, 2023 - mdpi.com
Modern wireless communication systems rely heavily on multiple antennas and their
corresponding signal processing to achieve optimal performance. As 5G and 6G networks …
corresponding signal processing to achieve optimal performance. As 5G and 6G networks …
Camera based mmWave beam prediction: Towards multi-candidate real-world scenarios
Leveraging sensory information to aid the millimeter-wave (mmWave) and sub-terahertz
(sub-THz) beam selection process is attracting increasing interest. This sensory data …
(sub-THz) beam selection process is attracting increasing interest. This sensory data …
Vision-aided dynamic blockage prediction for 6G wireless communication networks
G Charan, M Alrabeiah… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Unlocking the full potential of millimeter-wave and sub-terahertz wireless communication
networks hinges on realizing unprecedented low-latency and high-reliability requirements …
networks hinges on realizing unprecedented low-latency and high-reliability requirements …
Applying deep-learning-based computer vision to wireless communications: Methodologies, opportunities, and challenges
Deep learning (DL) has seen great success in the computer vision (CV) field, and related
techniques have been used in security, healthcare, remote sensing, and many other areas …
techniques have been used in security, healthcare, remote sensing, and many other areas …