Beyond deep reinforcement learning: A tutorial on generative diffusion models in network optimization

H Du, R Zhang, Y Liu, J Wang, Y Lin, Z Li… - arXiv preprint arXiv …, 2023 - arxiv.org
Generative Diffusion Models (GDMs) have emerged as a transformative force in the realm of
Generative Artificial Intelligence (GAI), demonstrating their versatility and efficacy across a …

Enhancing Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization

H Du, R Zhang, Y Liu, J Wang, Y Lin… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Generative Diffusion Models (GDMs) have emerged as a transformative force in the realm of
Generative Artificial Intelligence (GenAI), demonstrating their versatility and efficacy across …

TwSense: Highly Robust Through-the-Wall Human Detection Method Based on COTS Wi-Fi Device

Z Zhang, Z Hao, X Dang, K Han - Applied Sciences, 2023 - mdpi.com
With the popularization of Wi-Fi router devices, the application of device-free sensing has
garnered significant attention due to its potential to make our lives more convenient. Wi-Fi …

[Retracted] Construction of Heritage Digital Resource Platform Based on Digital Twin Technology

H Jia, J Yan - Mathematical Problems in Engineering, 2022 - Wiley Online Library
In order to preserve and inherit material cultural heritage, the author proposes a method for
digital construction of the Great Wall's cultural heritage based on digital twin. This method …

Indoor WLAN personnel intrusion detection using transfer learning-aided generative adversarial network with light-loaded database

M Zhou, Y Li, H Yuan, J Wang, Q Pu - Mobile Networks and Applications, 2021 - Springer
Abstract The Internet of Everything (IoE) provides a platform that allows devices to be
remotely connected, sensed, and controlled across the network infrastructure. The smart …

Relabeling for Indoor Localization Using Stationary Beacons in Nursing Care Facilities

C Garcia, S Inoue - Sensors, 2024 - mdpi.com
In this study, we propose an augmentation method for machine learning based on relabeling
data in caregiving and nursing staff indoor localization with Bluetooth Low Energy (BLE) …

Passive localization of moving target with channel state information

X Yang, J Wang, W Nie, Y Wang - Journal of Sensors, 2021 - Wiley Online Library
With the popularity of wireless networks and smart devices, wireless signal‐based passive
target sensing and localization have become a hot research topic and attracted numerous …

[PDF][PDF] Sleep apnea monitoring system based on commodity wifi devices

X Yang, X Yu, L Xie, H Xue, M Zhou… - Comput. Mater …, 2021 - cdn.techscience.cn
To address the limitations of traditional sleep monitoring methods that highly rely on
sleeping posture without considering sleep apnea, an intelligent apnea monitoring system is …

Measuring and modeling multipath of Wi-Fi to locate people in indoor environments

X Ma, H He, H Zhang, W Xi, Z Chen… - 2021 IEEE 27th …, 2021 - ieeexplore.ieee.org
With the rapid development of the Internet of Things (IoT) technology, the position
information of indoor people has become an indispensable factor in most fields. Most …

Deep factor analysis for weather varied sense-through-foliage target detection

W Xue, T Jiang, X Sun, X Zheng, X Ding - EURASIP Journal on Wireless …, 2021 - Springer
In this paper, the influence of seasonal variation on target detection accuracy and the
effectiveness of deep factor analysis (DFA) in signal denoising are studied. To extensively …