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 …
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 …
daily activities becomes more common and straightforward. This task now arises in a range …
Window size impact in human activity recognition
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 …
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 …
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
Human activity recognition (HAR) is essential for understanding people's habits and
behaviors, providing an important data source for precise marketing and research in …
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
Activity recognition is an intrinsic component of many pervasive computing and ambient
intelligent solutions. This has been facilitated by an explosion of technological …
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 …
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 …
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
Abstract Background Human activity Recognition (HAR) using smartphone sensors suffers
from two major problems: sensor orientation and placement. Sensor orientation and sensor …
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 …
challenges regarding traffic management, personal mobility, sustainability, or economic …