Waveform-to-waveform end-to-end learning framework in a seamless fiber-terahertz integrated communication system

J Shi, Z Li, J Jia, Z Li, C Shen… - Journal of Lightwave …, 2023 - ieeexplore.ieee.org
Seamless fiber-terahertz integrated communication has emerged as a promising technology
in the special field of 6G, including mobile fronthaul and wireless bridges. Electronic …

Attention-assisted autoencoder neural network for end-to-end optimization of multi-access fiber-terahertz communication systems

Z Li, B Dong, G Li, J Jia, A Sun, W Shen… - Journal of Optical …, 2023 - ieeexplore.ieee.org
We propose an end-to-end (E2E) fiber-terahertz (THz) integrated communication system
based on an attention-assisted multi-access autoencoder (AMAE) neural network. The …

End-to-End Deep-Learning-Based Photonic-assisted Multi-user Fiber-mmWave Integrated Communication System

A Sun, Z Li, J Jia, B Dong, S Xing, G Li… - Journal of Lightwave …, 2023 - ieeexplore.ieee.org
The integration of fiber and millimeter-wave (MMW) technology offers a promising solution
for next-generation (6G) communication. However, the experimental investigation of multi …

Terahertz Data Extraction and Analysis based on Deep Learning Techniques for Emerging Applications

M Gezimati, G Singh - IEEE Access, 2024 - ieeexplore.ieee.org
Following the recent progress in the development of Terahertz (THz) generation and
detection, THz technology is being widely used to characterize test sample properties in …

Enhanced properties of indium thin films by stacking with platinum nanosheets designed for advanced terahertz/gigahertz applications

RA Almotiri, AF Qasrawi - Optical and Quantum Electronics, 2023 - Springer
Herein stacked layers of metallic indium (150 nm) and platinum (50–250 nm) thin films are
fabricated as a terahertz/gigahertz filters. Indium thin films are produced by the thermal …

压电AlN MEMS 的新进展(续).

赵正平 - Micronanoelectronic Technology, 2024 - search.ebscohost.com
Si 基微电子机械系统(MEMS) 经过三十余年的发展已进入智能微系统的发展阶段,
已成为当今MEMS 技术创新发展的主流. 当今半导体材料技术的科研已进入超宽禁带半导体的 …

End-to-End Optimization and Equalization based on Deep-Learning for Fiber-Terahertz Integrated Communication System at 209 GHz

Y Li, J Jia, Z Li, J Shi, N Chi… - 2023 Opto-Electronics and …, 2023 - ieeexplore.ieee.org
We proposed and experimentally demonstrated a bit-wise end-to-end autoencoder with post-
equalization function for optimization based on deep learning in a fiber-THz integrated …

Performance Study of Pre-equalization by Neural Network in THz-wave Communication System for 6G and B6G Networks

Z Wu, J Yu, K Li, Y Xiao - 2023 3rd International Conference on …, 2023 - ieeexplore.ieee.org
We propose a joint equalization scheme based on neural networks for nonlinear
impairments in 6G terahertz communication systems. The simulation results show that under …