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 …

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 …

Human activity recognition using marine predators algorithm with deep learning

AM Helmi, MAA Al-qaness, A Dahou… - Future Generation …, 2023 - Elsevier
In the era of smart life, tracking human activities and motion can play a significant role in the
advanced modern applications, such as the Internet of things (IoT), Internet of healthcare …

A CSI-based human activity recognition using deep learning

PF Moshiri, R Shahbazian, M Nabati, SA Ghorashi - Sensors, 2021 - mdpi.com
The Internet of Things (IoT) has become quite popular due to advancements in Information
and Communications technologies and has revolutionized the entire research area in …

A triboelectric gait sensor system for human activity recognition and user identification

J Li, Z Xie, Z Wang, Z Lin, C Lu, Z Zhao, Y Jin, J Yin… - Nano Energy, 2023 - Elsevier
Floor-based sensing systems to monitor human activities and identify users are essential for
smart homes and intelligent buildings. A low-cost, easy-to-fabricate, and flexible gait sensor …

An adaptive batch size-based-CNN-LSTM framework for human activity recognition in uncontrolled environment

NA Choudhury, B Soni - IEEE Transactions on Industrial …, 2023 - ieeexplore.ieee.org
Human activity recognition (HAR) is a process of identifying the daily living activities of an
individual using a set of sensors and appropriate learning algorithms. Most of the works on …

Deep learning for heterogeneous human activity recognition in complex iot applications

M Abdel-Basset, H Hawash, V Chang… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
With continued improvements in wireless sensing technology, the notion of the Internet of
Things (IoT) has been widely adopted and has become pervasive owing to its broad …

Attention-based hybrid deep learning network for human activity recognition using WiFi channel state information

S Mekruksavanich, W Phaphan, N Hnoohom… - Applied Sciences, 2023 - mdpi.com
The recognition of human movements is a crucial aspect of AI-related research fields.
Although methods using vision and sensors provide more valuable data, they come at the …

Human activity recognition using smartphones with WiFi signals

G Lin, W Jiang, S Xu, X Zhou, X Guo… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this article, we present a work using a smartphone with an off-the-shelf WiFi router for
human activity recognition with various scales. The router serves as a hotspot for …

Three-dimensional indoor localization and tracking for mobile target based on WiFi sensing

J Ding, Y Wang, H Si, S Gao… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
With the prevalence of commodity WiFi devices and development of the Internet of Things
(IoT), the usage of WiFi has been extended from communication to context aware. Based on …