When machine learning meets privacy in 6G: A survey

Y Sun, J Liu, J Wang, Y Cao… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
The rapid-developing Artificial Intelligence (AI) technology, fast-growing network traffic, and
emerging intelligent applications (eg, autonomous driving, virtual reality, etc.) urgently …

Cross-domain wifi sensing with channel state information: A survey

C Chen, G Zhou, Y Lin - ACM Computing Surveys, 2023 - dl.acm.org
The past years have witnessed the rapid conceptualization and development of wireless
sensing based on Channel State Information (CSI) with commodity WiFi devices. Recent …

Assistant vehicle localization based on three collaborative base stations via SBL-based robust DOA estimation

H Wang, L Wan, M Dong, K Ota… - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
As a promising research area in Internet of Things (IoT), Internet of Vehicles (IoV) has
attracted much attention in wireless communication and network. In general, vehicle …

Green AI for IIoT: Energy efficient intelligent edge computing for industrial internet of things

S Zhu, K Ota, M Dong - IEEE Transactions on Green …, 2021 - ieeexplore.ieee.org
Artificial Intelligence (AI) technology is a huge opportunity for the Industrial Internet of Things
(IIoT) in the fourth industrial revolution (Industry 4.0). However, most AI-driven applications …

Towards a diffraction-based sensing approach on human activity recognition

F Zhang, K Niu, J Xiong, B Jin, T Gu, Y Jiang… - Proceedings of the …, 2019 - dl.acm.org
In recent years, wireless sensing has been exploited as a promising research direction for
contactless human activity recognition. However, one major issue hindering the real …

Enabling AI in future wireless networks: A data life cycle perspective

DC Nguyen, P Cheng, M Ding… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
Recent years have seen rapid deployment of mobile computing and Internet of Things (IoT)
networks, which can be mostly attributed to the increasing communication and sensing …

A survey on human behavior recognition using channel state information

Z Wang, K Jiang, Y Hou, W Dou, C Zhang… - Ieee …, 2019 - ieeexplore.ieee.org
Recently, device-free human behavior recognition has become a hot research topic and has
achieved significant progress in the field of ubiquitous computing. Among various …

Deep AI enabled ubiquitous wireless sensing: A survey

C Li, Z Cao, Y Liu - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
With the development of the Internet of Things (IoT), many kinds of wireless signals (eg, Wi-
Fi, LoRa, RFID) are filling our living and working spaces nowadays. Beyond communication …

Device free human gesture recognition using Wi-Fi CSI: A survey

HFT Ahmed, H Ahmad, CV Aravind - Engineering Applications of Artificial …, 2020 - Elsevier
Device-free sensing of human gestures has gained tremendous research attention with the
recent advancements in wireless technologies. Channel State Information (CSI), a metric of …

CsiGAN: Robust channel state information-based activity recognition with GANs

C Xiao, D Han, Y Ma, Z Qin - IEEE Internet of Things Journal, 2019 - ieeexplore.ieee.org
As a cornerstone service for many Internet of Things applications, channel state information
(CSI)-based activity recognition has received immense attention over recent years …