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 …

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 …

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 …

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 …

Augmentation of terahertz communication in 6G and its dependency for future state-of-the-art Technology

S Sivaramakrishnan, CR Rathish… - Challenges and risks …, 2022 - igi-global.com
The communication technology has taken a long journey starting from telegraphy to high-
definition video transmission and moving toward the high-density hologram. It is noticed that …

Terahertz communications (TeraCom): Challenges and impact on 6G wireless systems

C Han, Y Wu, Z Chen, X Wang - arXiv preprint arXiv:1912.06040, 2019 - arxiv.org
Terahertz communications are envisioned as a key technology for 6G, which requires 100+
Gbps data rates, 1-millisecond latency, among other performance metrics. As a fundamental …

Terahertz wireless communications for 2030 and beyond: A cutting-edge frontier

Z Chen, C Han, Y Wu, L Li, C Huang… - IEEE …, 2021 - ieeexplore.ieee.org
For 6G in 2030 and beyond, key performance metrics long for terabit-per-second, one-tenth
of millisecond latency with zero jitter, millimeter-preci-sion sensing and positioning, and …

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 …

Terahertz Communications and Sensing Overview

R Salama, C Altrjman, F Al-Turjman… - … on Advancement in …, 2023 - ieeexplore.ieee.org
Terahertz (THz)(0.1-10 THz) wireless communication is one of the cornerstones of the next
6G wireless networks. THz frequencies have the ability to dramatically increase wireless …