Reinforcement learning for optimized beam training in multi-hop terahertz communications
Communication at terahertz (THz) frequency bands is a promising solution for achieving
extremely high data rates in next-generation wireless networks. While the THz …
extremely high data rates in next-generation wireless networks. While the THz …
Efficient multi-beam training for terahertz wireless communications
S Yang, Z Zhang, Z Hu, N Song, H Liu - arXiv preprint arXiv:2112.15346, 2021 - arxiv.org
Although Terahertz communication systems can provide high data rates, it needs high
directional beamforming at transmitters and receivers to achieve such rates over a long …
directional beamforming at transmitters and receivers to achieve such rates over a long …
3d beam training in terahertz communication: A quadruple-upa architecture
Z Tian, Z Chen, B Ning - 2021 IEEE International Conference …, 2021 - ieeexplore.ieee.org
In this paper, we propose a quadruple-UPA architecture for realizing the beamforming with
wide coverage in terahertz (THz) communication. Considering the severe path loss suffered …
wide coverage in terahertz (THz) communication. Considering the severe path loss suffered …
Hybrid beamforming for RIS-empowered multi-hop terahertz communications: A DRL-based method
Wireless communication in the TeraHertz band (0.1-10 THz) is envisioned as one of the key
enabling technologies for the future six generation (6G) wireless communication systems …
enabling technologies for the future six generation (6G) wireless communication systems …
Analytical Beam Training for RIS-Assisted Wideband Terahertz Communication
Terahertz (THz) communication has been considered as one of the promising technologies
for future 6G wireless systems. In order to cope with the high path loss in THz systems …
for future 6G wireless systems. In order to cope with the high path loss in THz systems …
Low complexity beam selection scheme for terahertz systems: A machine learning approach
Terahertz (THz) communication has been envisioned as a promising candidate to support
ultra-broadband for future beyond fifth generation (5G). In the THz communication system …
ultra-broadband for future beyond fifth generation (5G). In the THz communication system …
Reinforcement learning for mitigating intermittent interference in terahertz communication networks
Emerging wireless services with extremely high data rate requirements, such as real-time
extended reality applications, mandate novel solutions to further increase the capacity of …
extended reality applications, mandate novel solutions to further increase the capacity of …
Multi-hop RIS-empowered terahertz communications: A DRL-based hybrid beamforming design
Wireless communication in the TeraHertz band (0.1-10 THz) is envisioned as one of the key
enabling technologies for the future sixth generation (6G) wireless communication systems …
enabling technologies for the future sixth generation (6G) wireless communication systems …
Federated deep reinforcement learning for THz-beam search with limited CSI
Terahertz (THz) communication with ultra-wide available spectrum is a promising technique
that can achieve the stringent requirement of high data rate in the next-generation wireless …
that can achieve the stringent requirement of high data rate in the next-generation wireless …
Accurate beam training for RIS-assisted wideband terahertz communication
Terahertz (THz) communications have been widely considered as one of the promising
technologies for future 6G wireless systems. In order to cope with the high path loss in THz …
technologies for future 6G wireless systems. In order to cope with the high path loss in THz …