Sensing-Throughput Tradeoffs with Generative Adversarial Networks for NextG Spectrum Sharing

Y Shi, YE Sagduyu - MILCOM 2022-2022 IEEE Military …, 2022 - ieeexplore.ieee.org
Spectrum coexistence is essential for next generation (NextG) systems to share the
spectrum with incumbent (primary) users and meet the growing demand for bandwidth. One …

基于生成对抗网络的三维频谱态势补全.

胡田钰, 吴启晖, 黄洋 - … Acquisition & Processing/Shu Ju Cai …, 2021 - search.ebscohost.com
三维频谱态势是解决空天地信息网络中频谱资源利用不足的重要手段, 可以表征功率谱密度在
三维电磁空间的时空频分布情况, 由此通信系统可“有的放矢” 地实现频谱预测 …

ENABLING SMART FACTORY WITH DEEP RESIDUAL-AIDED GENERATIVE ADVERSARIAL NETWORK: PERFORMANCE ANALYSIS END-TO-END LEARNING OF …

CD Huynh, TK Bui, J HAJNYS - MM Science Journal, 2023 - search.ebscohost.com
Abstract Improving Machine-to-Machine (M2M) communication is essential for the
development of Smart Factory as data can be exchanged and processed more efficiently …

Unsupervised Federated Quantum GAN for Optimizing Wireless Communications

T Jamaluddin, B Narottama, SY Shin - Authorea Preprints, 2023 - techrxiv.org
In this paper, an unsupervised federated quantum generative adversarial network (UF-
QGAN) is proposed to handle optimization issues in wireless communications. The …

Residual Learning and Multi-Path Feature Fusion-Based Channel Estimation for Millimeter-Wave Massive MIMO System

X Zheng, Z Liu, J Liang, Y Wu, Y Chen, Q Zhang - Entropy, 2022 - mdpi.com
Channel estimation is a challenging task in a millimeter-wave (mm Wave) massive multiple-
input multiple-output (MIMO) system. The existing deep learning scheme, which learns the …

GAN-based wireless channel recognition enhancement in aerospace communication system

Y Wang, L Zhang - Journal of Physics: Conference Series, 2021 - iopscience.iop.org
In the field of communications, wireless channel identification is of great significance for
spectrum identification and spectrum resource scheduling, and is an indispensable link in …

Deep Learning-Based Channel Estimation for Wireless Ultraviolet Mimo Communication Systems

X Lv, T Zhao, J Yao, S Zhang - Available at SSRN 4057409 - papers.ssrn.com
Multiple-input multiple-output (MIMO) technology is an effective way to solve the problems of
pulse broadening and channel fading caused by atmospheric scattering and turbulence. In …

[引用][C] Digital Twins and Intelligent IoT for a Better World

R Huang, D Zhang, IP Paris, C Nugent, N Ireland… - ieeexplore.ieee.org
This position paper provides a summary report of the panel discussion on “Digital Twins and
Intelligent IoT for a Better World” at the International Conference on Artificial Intelligence of …

[引用][C] Redes Neurais com Aprendizagem Profunda Aplicadas à Estimação de Canais Sem Fio MIMO

WR Alves