Sensor-based and vision-based human activity recognition: A comprehensive survey

LM Dang, K Min, H Wang, MJ Piran, CH Lee, H Moon - Pattern Recognition, 2020 - Elsevier
Human activity recognition (HAR) technology that analyzes data acquired from various types
of sensing devices, including vision sensors and embedded sensors, has motivated the …

Data fusion and multiple classifier systems for human activity detection and health monitoring: Review and open research directions

HF Nweke, YW Teh, G Mujtaba, MA Al-Garadi - Information Fusion, 2019 - Elsevier
Activity detection and classification using different sensor modalities have emerged as
revolutionary technology for real-time and autonomous monitoring in behaviour analysis …

A smartphone sensors-based personalized human activity recognition system for sustainable smart cities

AR Javed, R Faheem, M Asim, T Baker… - Sustainable Cities and …, 2021 - Elsevier
Abstract According to the Sustainable Development Agenda 2030 of the World Health
Organization, maintaining physical activities have multiple societal privileges for healthier …

Device-free occupant activity sensing using WiFi-enabled IoT devices for smart homes

J Yang, H Zou, H Jiang, L Xie - IEEE Internet of Things Journal, 2018 - ieeexplore.ieee.org
Intelligent occupancy sensing is becoming a vital underpinning for various emerging
applications in smart homes, such as security surveillance and human behavior analysis …

Efficient Wi-Fi-based human activity recognition using adaptive antenna elimination

MKA Jannat, MS Islam, SH Yang, H Liu - IEEE Access, 2023 - ieeexplore.ieee.org
Recently, Wi-Fi-based human activity recognition using channel state information (CSI)
signals has gained popularity due to its potential features, such as passive sensing and …

A novel ensemble ELM for human activity recognition using smartphone sensors

Z Chen, C Jiang, L Xie - IEEE Transactions on Industrial …, 2018 - ieeexplore.ieee.org
Human activity recognition plays a unique role in many important applications, including
ubiquitous computing, health-care services, and smart buildings. Due to the nonintrusive …

WiAct: A passive WiFi-based human activity recognition system

H Yan, Y Zhang, Y Wang, K Xu - IEEE Sensors Journal, 2019 - ieeexplore.ieee.org
Nowadays, human behavior recognition research plays a pivotal role in the field of human-
computer interaction. However, comprehensive approaches mainly rely on video camera …

BreathTrack: Tracking indoor human breath status via commodity WiFi

D Zhang, Y Hu, Y Chen, B Zeng - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
In this paper, we propose a contact-free breath tracking system, BreathTrack, to track the
status of breath using the off-the-shelf WiFi devices. BreathTrack exploits the phase variation …

[HTML][HTML] A novel hybrid gradient-based optimizer and grey wolf optimizer feature selection method for human activity recognition using smartphone sensors

AM Helmi, MAA Al-Qaness, A Dahou, R Damaševičius… - Entropy, 2021 - mdpi.com
Human activity recognition (HAR) plays a vital role in different real-world applications such
as in tracking elderly activities for elderly care services, in assisted living environments …

A review on human-computer interaction and intelligent robots

F Ren, Y Bao - International Journal of Information Technology & …, 2020 - World Scientific
In the field of artificial intelligence, human–computer interaction (HCI) technology and its
related intelligent robot technologies are essential and interesting contents of research …