Sensor-based datasets for human activity recognition–a systematic review of literature

E De-La-Hoz-Franco, P Ariza-Colpas, JM Quero… - IEEE …, 2018 - ieeexplore.ieee.org
The research area of ambient assisted living has led to the development of activity
recognition systems (ARS) based on human activity recognition (HAR). These systems …

Smart home technologies: A preliminary review

S Balakrishnan, H Vasudavan… - Proceedings of the 6th …, 2018 - dl.acm.org
In recent years, smart homes have become increasingly popular with the deployment of
Internet of Things (IoT). Rapid diffusion of sensing technology also enabled advancement in …

[HTML][HTML] A comparative analysis of windowing approaches in dense sensing environments

B Quigley, M Donnelly, G Moore, L Galway - Proceedings, 2018 - mdpi.com
Windowing is an established technique employed within dense sensing environments to
extract relevant features from sensor data streams. Among the established approaches of …

In-depth analysis of design & development for sensor-based human activity recognition system

NA Choudhury, B Soni - Multimedia Tools and Applications, 2023 - Springer
Abstract Human Activity Recognition (HAR) has gained much attention since sensor
technology has become more advanced and cost-effective. HAR is a process of identifying …

Activity recognition using binary sensors for elderly people living alone: Scanpath trend analysis approach

HY Yatbaz, S Eraslan, Y Yesilada… - IEEE Sensors Journal, 2019 - ieeexplore.ieee.org
Unobtrusive activity recognition is known to be the most preferred solution for monitoring
daily activities of elderly people. In this paper, Scanpath Trend Analysis (STA) is employed …

A windowing approach for activity recognition in sensor data streams

F Al Machot, HC Mayr… - 2016 Eighth International …, 2016 - ieeexplore.ieee.org
Determining the appropriate data window size for online sensor data streams to recognize a
specific activity is still a challenging task. In particular, when new sensor events are …

A review of ambient intelligence based activity recognition for ageing citizens

KYC Keng, LY Hung, KS Nie… - … on Advances in …, 2018 - ieeexplore.ieee.org
There have been many emerging solutions to complement the lifestyle of the ever growing
ageing population. One such technology is human activity recognition (HAR). Along with …

[PDF][PDF] A study on activity recognition technology for elderly care

H Vasudavan, S Balakrishnan… - Int. J. Curr. Res …, 2021 - researchgate.net
Background: It is a global challenge to assist the ever-growing elderly populations' needs.
There are needs related to healthcare, ageing in place, security, social and well-being of the …

UJA Human Activity Recognition multi-occupancy dataset

E De-la-Hoz-Franco, ER Bernal Monroy… - 2021 - aisel.aisnet.org
Abstract Activity Recognition Systems-ARS are proposed to improve the quality of human
life. An ARS uses predictive models to identify the activities that individuals are performing in …

UJA Human Activity Recognition multi-occupancy dataset

M Espinilla, E De-La-Hoz-Franco… - 2021 - scholarspace.manoa.hawaii.edu
The main purpose of Activity Recognition Systems-ARS is to improve the quality of human
life. An ARS uses predictive models to identify the activities that individuals are performing in …