The elderly's independent living in smart homes: A characterization of activities and sensing infrastructure survey to facilitate services development

Q Ni, AB Garcia Hernando, IP De la Cruz - Sensors, 2015 - mdpi.com
Human activity detection within smart homes is one of the basis of unobtrusive wellness
monitoring of a rapidly aging population in developed countries. Most works in this area use …

Real-time human activity recognition from accelerometer data using convolutional neural networks

A Ignatov - Applied Soft Computing, 2018 - Elsevier
With a widespread of various sensors embedded in mobile devices, the analysis of human
daily activities becomes more common and straightforward. This task now arises in a range …

Window size impact in human activity recognition

O Banos, JM Galvez, M Damas, H Pomares, I Rojas - Sensors, 2014 - mdpi.com
Signal segmentation is a crucial stage in the activity recognition process; however, this has
been rarely and vaguely characterized so far. Windowing approaches are normally used for …

A human activity recognition algorithm based on stacking denoising autoencoder and lightGBM

X Gao, H Luo, Q Wang, F Zhao, L Ye, Y Zhang - Sensors, 2019 - mdpi.com
Recently, the demand for human activity recognition has become more and more urgent. It is
widely used in indoor positioning, medical monitoring, safe driving, etc. Existing activity …

Impact of sliding window length in indoor human motion modes and pose pattern recognition based on smartphone sensors

G Wang, Q Li, L Wang, W Wang, M Wu, T Liu - Sensors, 2018 - mdpi.com
Human activity recognition (HAR) is essential for understanding people's habits and
behaviors, providing an important data source for precise marketing and research in …

[HTML][HTML] Dynamic detection of window starting positions and its implementation within an activity recognition framework

Q Ni, T Patterson, I Cleland, C Nugent - Journal of biomedical informatics, 2016 - Elsevier
Activity recognition is an intrinsic component of many pervasive computing and ambient
intelligent solutions. This has been facilitated by an explosion of technological …

Gamified physical activation of young men–a Multidisciplinary Population-Based Randomized Controlled Trial (MOPO study)

R Ahola, R Pyky, T Jämsä, M Mäntysaari, H Koskimäki… - BMC public health, 2013 - Springer
Background Inactive and unhealthy lifestyles are common among adolescent men. The
planned intervention examines the effectiveness of an interactive, gamified activation …

Daily motion recognition system by a triaxial accelerometer usable in different positions

OC Kurban, T Yıldırım - IEEE Sensors Journal, 2019 - ieeexplore.ieee.org
Human-computer interaction has been a more popular research field in recent years with the
escalating interest in wearable systems. In this context, evaluating the details of the physical …

The effectiveness of simple heuristic features in sensor orientation and placement problems in human activity recognition using a single smartphone accelerometer

A Barua, X Jiang, D Fuller - BioMedical Engineering OnLine, 2024 - Springer
Abstract Background Human activity Recognition (HAR) using smartphone sensors suffers
from two major problems: sensor orientation and placement. Sensor orientation and sensor …

Move better with tripzoom

J Bie, M Bijlsma, G Broll, H Cao… - … journal on advances …, 2012 - research.utwente.nl
The increase of urban traffic confronts individuals and transport authorities with new
challenges regarding traffic management, personal mobility, sustainability, or economic …