Smart Home based Health Care Systems for Elderly People
M. Janani, Meenalochini M. · Acta Scientifci Nutritional Health · 2019
Rapid evolution of sensing technology and increasing power computation results in the emergence of smart environments with smart health services.Smart environments per day can generate hundreds of thousands transactions and storage over a long term seems to be arduous.Thereby, smart environment big data is utilized which stores large volume of data sets, both structured and unstructured.Health care services are recent and challenging aspects in analytics and sensor technology.People migration from rural area to urban area affects the health care services in vast ratio.Due to migration and developing technology, cities in the world are investing on digital transformation which aims to provide people a healthier environment.Health care application is merely based on activity recognition of people and includes wearable or ambient sensors to gather information related to health and human activity.Consumption of energy is analyzed along with activity pattern of human by determining the level of appliances usage which relates human activity.The pattern determined is used to track elderly people living all alone.Activity monitored can be learned only from appliances and its usage of time.The proposed model detects appliance usages in particular with reliable accuracy.Mining is done purely based on absolute prediction along with clustering models.