Human action recognition from various data modalities: A review

Z Sun, Q Ke, H Rahmani, M Bennamoun… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Human Action Recognition (HAR) aims to understand human behavior and assign a label to
each action. It has a wide range of applications, and therefore has been attracting increasing …

A survey on deep learning for human activity recognition

F Gu, MH Chung, M Chignell, S Valaee… - ACM Computing …, 2021 - dl.acm.org
Human activity recognition is a key to a lot of applications such as healthcare and smart
home. In this study, we provide a comprehensive survey on recent advances and challenges …

Enabling joint communication and radar sensing in mobile networks—A survey

JA Zhang, ML Rahman, K Wu, X Huang… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
Mobile network is evolving from a communication-only network towards one with joint
communication and radar/radio sensing (JCAS) capabilities, that we call perceptive mobile …

WiFi sensing with channel state information: A survey

Y Ma, G Zhou, S Wang - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
With the high demand for wireless data traffic, WiFi networks have experienced very rapid
growth, because they provide high throughput and are easy to deploy. Recently, Channel …

Perceptive mobile networks: Cellular networks with radio vision via joint communication and radar sensing

A Zhang, ML Rahman, X Huang, YJ Guo… - IEEE Vehicular …, 2020 - ieeexplore.ieee.org
Joint communication and radar/radio sensing (JCAS), also known as dual-function radar
communications, enables the integration of communication and radio sensing into one …

Human gait analysis in neurodegenerative diseases: a review

G Cicirelli, D Impedovo, V Dentamaro… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
This paper reviews the recent literature on technologies and methodologies for quantitative
human gait analysis in the context of neurodegenerative diseases. The use of technological …

A dirt-t approach to unsupervised domain adaptation

R Shu, HH Bui, H Narui, S Ermon - arXiv preprint arXiv:1802.08735, 2018 - arxiv.org
Domain adaptation refers to the problem of leveraging labeled data in a source domain to
learn an accurate model in a target domain where labels are scarce or unavailable. A recent …

Digital twin empowered wireless healthcare monitoring for smart home

J Chen, W Wang, B Fang, Y Liu, K Yu… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
The dramatic progresses of wireless technologies and wearable devices have significantly
promoted the development and popularity of smart home, while digital twin (DT) emerges as …

WiFi CSI based passive human activity recognition using attention based BLSTM

Z Chen, L Zhang, C Jiang, Z Cao… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Human activity recognition can benefit various applications including healthcare services
and context awareness. Since human actions will influence WiFi signals, which can be …

Wi-Fi meets ML: A survey on improving IEEE 802.11 performance with machine learning

S Szott, K Kosek-Szott, P Gawłowicz… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Wireless local area networks (WLANs) empowered by IEEE 802.11 (Wi-Fi) hold a dominant
position in providing Internet access thanks to their freedom of deployment and configuration …