Deep learning at the physical layer for adaptive terahertz communications

J Hall, JM Jornet, N Thawdar, T Melodia… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Wireless communications in the terahertz (THz) band will become a cornerstone of sixth-
generation (6G) networks. The THz channel, however, presents several challenges, such as …

Terahertz meets AI: the state of the art

A Farhad, JY Pyun - Sensors, 2023 - mdpi.com
Terahertz (THz) is a promising technology for future wireless communication networks,
particularly for 6G and beyond. The ultra-wide THz band, ranging from 0.1 to 10 THz, can …

Machine Learning in Terahertz Communication

U Nissanov, G Singh - Antenna Technology for Terahertz Wireless …, 2023 - Springer
This chapter discusses the potential role of machine learning (ML)/deep learning
(DL)/artificial intelligence (AI) for 6G wireless communication systems. Developing an …

A low-complexity transceiver design for terahertz communication based on deep learning

B Che, X Li, Z Chen, Q He - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Terahertz communication is one of the important candidate technologies for 6G in the future.
The deep learning (DL)-based transmission method can use the actual transmission data to …

Machine learning: A catalyst for THz wireless networks

AAA Boulogeorgos, E Yaqub, M Di Renzo… - Frontiers in …, 2021 - frontiersin.org
With the vision to transform the current wireless network into a cyber-physical intelligent
platform capable of supporting bandwidth-hungry and latency-constrained applications, both …

Seven defining features of terahertz (THz) wireless systems: A fellowship of communication and sensing

C Chaccour, MN Soorki, W Saad… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Wireless communication at the terahertz (THz) frequency bands (0.1–10 THz) is viewed as
one of the cornerstones of tomorrow's 6G wireless systems. Owing to the large amount of …

Autoencoder with fitting network for Terahertz wireless communications: A deep learning approach

Z Huang, D He, J Chen, Z Wang… - China …, 2022 - ieeexplore.ieee.org
Terahertz wireless communication has been regarded as an emerging technology to satisfy
the ever-increasing demand of ultra-high-speed wireless communications. However …

Transfer Generative Adversarial Networks (T-GAN)-based Terahertz Channel Modeling

Z Hu, Y Li, C Han - arXiv preprint arXiv:2301.00981, 2023 - arxiv.org
Terahertz (THz) communications are envisioned as a promising technology for 6G and
beyond wireless systems, providing ultra-broad bandwidth and thus Terabit-per-second …

Near-field terahertz communications: Model-based and model-free channel estimation

AM Elbir, W Shi, AK Papazafeiropoulos… - IEEE …, 2023 - ieeexplore.ieee.org
Terahertz (THz) band is expected to be one of the key enabling technologies of the sixth
generation (6G) wireless networks because of its abundant available bandwidth and very …

Reinforcement learning for optimized beam training in multi-hop terahertz communications

A Ahmadi, O Semiari - ICC 2021-IEEE International …, 2021 - ieeexplore.ieee.org
Communication at terahertz (THz) frequency bands is a promising solution for achieving
extremely high data rates in next-generation wireless networks. While the THz …