Activity Recognition in Sensor Data Streams for Active and Assisted Living Environments
Journal: IEEE Transactions on Circuits and Systems for Video Technology
Year: 2017

In active and assisted living environments, a major service that can be provided is the automated assessment of elderly people's well-being. Therefore, activity recognition is required to detect what types of help disabled persons need to support them in their daily life activities. Unfortunately, it is still a difficult task to estimate the size of the required window for online sensor data streams to recognize a specific activity, especially when new sensor events are recorded. This paper prop