A survey on deep learning for human activity recognition
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 …
home. In this study, we provide a comprehensive survey on recent advances and challenges …
Cross-domain wifi sensing with channel state information: A survey
The past years have witnessed the rapid conceptualization and development of wireless
sensing based on Channel State Information (CSI) with commodity WiFi devices. Recent …
sensing based on Channel State Information (CSI) with commodity WiFi devices. Recent …
Green edge AI: A contemporary survey
Artificial intelligence (AI) technologies have emerged as pivotal enablers across a multitude
of industries, including consumer electronics, healthcare, and manufacturing, largely due to …
of industries, including consumer electronics, healthcare, and manufacturing, largely due to …
Human activity recognition using marine predators algorithm with deep learning
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 …
advanced modern applications, such as the Internet of things (IoT), Internet of healthcare …
A CSI-based human activity recognition using deep learning
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 …
and Communications technologies and has revolutionized the entire research area in …
An adaptive batch size-based-CNN-LSTM framework for human activity recognition in uncontrolled environment
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 …
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 …
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
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 …
Although methods using vision and sensors provide more valuable data, they come at the …
Human activity recognition using smartphones with WiFi signals
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 …
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 …
(IoT), the usage of WiFi has been extended from communication to context aware. Based on …