Behavioural Abnormality Detection for population with Mild cognitive impairment in a multi-occupant Ambient Assisted Living
Consider a multi-home multi-occupant AAL system that monitors elderly population for their daily activities (HAR) using both environmental and wearable sensors. The objectives of this research can be listed as follows:
- Provide a personalized assistance based on the occupants’ medical history. The assistance may depend on the specific activity (for example, taking certain medicines at a particular time)
- Raise a timely alarm if some abnormality is detected for people who are having cognitive decline, this involves correlating with an occupant’s daily routine activities.
- Use a trained model to recognize the activities of a new user with very different physiological parameters, age and perhaps belonging to a different demographic background.
