Automatic Discovery and Recognition of Activities in Smart Environment
Journal Title: International Journal of Modern Engineering Research (IJMER) - Year 2012, Vol 2, Issue 1
Abstract
The machine learning and pervasive sensing technologies found in smart homes offers opportunities for providing health monitoring and assistance to individuals experiencing difficulties living independently at home. To monitor the functional health of smart home residents, there is a need to design technologies that recognize and track activities that people normally perform as part of their daily routines. The existing approaches are applied to activities that have been preselected and for which labeled training data are available. For this, an automated approach is proposed for activity tracking, which identifies frequent activities that naturally occur in an individual’s routines. With this capability, the occurrences of regular activities are monitored and also can detect the changes in an individual’s patterns.
Authors and Affiliations
L. Karthika , A. C. Sumathi
Keywords
Related Articles
- EP ID EP94433
- DOI -
- Views 139
- Downloads 0
Development of a Sheet-Metal Component with a Forming Die Using CAE Software Tools (Hyper form) For Design Validation and Improvement
Sheet-metal die is an inseparable constituent of the development process of any given automotive or consumer appliance. In most of the cases, this accounts for a high proportion in the tooling needs of the large...
Automatic Discovery and Recognition of Activities in Smart Environment
The machine learning and pervasive sensing technologies found in smart homes offers opportunities for providing health monitoring and assistance to individuals experiencing difficulties living independently at hom...
Improve the Acoustic Impedance and Thermal Conductivity of Mortar by Adding Recycled Rubber
Because of environmental problem associated with the disposal of waste automobile tires we need to find an environmentally friendly solution.In this research different mixes were prepared with Cement-Sand rat...
An Agent based Intrusion Detection System for Wireless Sensor Networks Using Multilevel Classification
With the rapid growth of internet communication and availability of techniques to intrude the network, network security has become indispensable. In this paper, we propose a multilevel classification technique...
An Overview of Disarray in Vibrational Analysis of Composite Leaf Spring Subjected to Harmonic Excitation with Nonlinear Parameters
Most real-world phenomena exhibit nonlinear behavior. The behavior of steel leaf spring is nonlinear. It is having relatively high weight, and change in solid axle angle due to weight transfer specially during...