A survey of human activity recognition in smart homes based on IoT sensors algorithms: Taxonomies, challenges, and opportunities with deep learning
Recent advances in Internet of Things (IoT) technologies and the reduction in the cost of
sensors have encouraged the development of smart environments, such as smart homes …
sensors have encouraged the development of smart environments, such as smart homes …
Openshs: Open smart home simulator
N Alshammari, T Alshammari, M Sedky, J Champion… - Sensors, 2017 - mdpi.com
This paper develops a new hybrid, open-source, cross-platform 3D smart home simulator,
OpenSHS, for dataset generation. OpenSHS offers an opportunity for researchers in the field …
OpenSHS, for dataset generation. OpenSHS offers an opportunity for researchers in the field …
Adaptive monitoring system for e-health smart homes
Existing e-health monitoring systems mainly operate in isolation from the requirements of
modern healthcare institutions. They do not include optimized techniques which learn the …
modern healthcare institutions. They do not include optimized techniques which learn the …
SIMADL: Simulated activities of daily living dataset
With the realisation of the Internet of Things (IoT) paradigm, the analysis of the Activities of
Daily Living (ADLs), in a smart home environment, is becoming an active research domain …
Daily Living (ADLs), in a smart home environment, is becoming an active research domain …
Smartspec: Customizable smart space datasets via event-driven simulations
This paper presents SmartSPEC, an approach to generate customizable smart space
datasets using sensorized spaces in which people and events are embedded. Smart space …
datasets using sensorized spaces in which people and events are embedded. Smart space …
Modeling and reasoning of contexts in smart spaces based on stochastic analysis of sensor data
JW Lee, A Helal - Applied Sciences, 2022 - mdpi.com
In the last decade, smart spaces and automatic systems have gained significant popularity
and importance. Moreover, as the COVID-19 pandemic continues, the world is seeking …
and importance. Moreover, as the COVID-19 pandemic continues, the world is seeking …
Smart Indoor Space Simulation Methodologies: A Review
Research on smart indoor space applications, which focus on the occupants' trace, requires
a design process consisting of deploying several devices (sensors and actuators) and …
a design process consisting of deploying several devices (sensors and actuators) and …
Modeling the behavior of persons with mild cognitive impairment or Alzheimer's for intelligent environment simulation
Y Francillette, E Boucher, N Bier, M Lussier… - User Modeling and User …, 2020 - Springer
Intelligent environments may improve the independence and quality of life of persons with
mild cognitive impairment (MCI) or Alzheimer's disease (AD) through their ability to …
mild cognitive impairment (MCI) or Alzheimer's disease (AD) through their ability to …
A smart home simulation tool to support the recognition of activities of daily living
The prevalence of Internet of Things (IoT) technologies and internet-connected devices
introduces the potential of providing intelligence to a wide range of applications. The smart …
introduces the potential of providing intelligence to a wide range of applications. The smart …
Predicting activity duration in smart sensing environments using synthetic data and partial least squares regression: the case of dementia patients
M Ortiz-Barrios, E Järpe, M García-Constantino… - Sensors, 2022 - mdpi.com
The accurate recognition of activities is fundamental for following up on the health progress
of people with dementia (PwD), thereby supporting subsequent diagnosis and treatments …
of people with dementia (PwD), thereby supporting subsequent diagnosis and treatments …