Literature DB >> 25570904

The creation of simulated activity datasets using a graphical intelligent environment simulation tool.

J Synnott, L Chen, C D Nugent, G Moore.   

Abstract

The availability of datasets capturing the performance of activities of daily living is limited by difficulties associated with the collection of such data. Software solutions can mitigate these limitations, providing researchers with the ability to rapidly generate simulated data. This paper describes the use of IE Sim to create a simulated intelligent environment within which activities of daily living can be performed using a virtual avatar. IE Sim has been demonstrated to facilitate the generation of datasets capturing normal activity performance in addition to overlapping activities and abnormal activities such as hazardous scenarios.

Mesh:

Year:  2014        PMID: 25570904     DOI: 10.1109/EMBC.2014.6944536

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  4 in total

1.  Simulation of Smart Home Activity Datasets.

Authors:  Jonathan Synnott; Chris Nugent; Paul Jeffers
Journal:  Sensors (Basel)       Date:  2015-06-16       Impact factor: 3.576

2.  OpenSHS: Open Smart Home Simulator.

Authors:  Nasser Alshammari; Talal Alshammari; Mohamed Sedky; Justin Champion; Carolin Bauer
Journal:  Sensors (Basel)       Date:  2017-05-02       Impact factor: 3.576

3.  Predicting Activity Duration in Smart Sensing Environments Using Synthetic Data and Partial Least Squares Regression: The Case of Dementia Patients.

Authors:  Miguel Ortiz-Barrios; Eric Järpe; Matías García-Constantino; Ian Cleland; Chris Nugent; Sebastián Arias-Fonseca; Natalia Jaramillo-Rueda
Journal:  Sensors (Basel)       Date:  2022-07-20       Impact factor: 3.847

4.  The Virtual Environment for Rapid Prototyping of the Intelligent Environment.

Authors:  Yannick Francillette; Eric Boucher; Abdenour Bouzouane; Sébastien Gaboury
Journal:  Sensors (Basel)       Date:  2017-11-07       Impact factor: 3.576

  4 in total

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