Device Free Human Body Fall Detection to Aid Senior Citizen

Recently, the risk of fatal falls among the elderly has grown. According to the Centers for Disease Control and Prevention (CDC), falls are a substantial contributor to both fatal and non-fatal injuries. Slipping and falling may appear innocent, but they can cause serious injuries or even death in elderly people. To make fall prevention commonplace, the CDC launched the Stopping Elderly Accidents, Deaths, and Injuries campaign. The systems underlying bodily action and idleness differ, and they are not effectively maintained. Additionally, exercise largely avoids accidents, so take precautions. We are building a system where the patient's whole activity is tracked using a sophisticated accelerometer sensor, and where the patient's predetermined alert can be identified and alerts can be sent to the patients. A body-mounted sensor is used in this instance. Devices for tracking motion that meet the high performance, low cost, and low power needs of smart wearable sensors. In this, the data processing unit is provided the decided data. People have been subjected to the sample test, in which different gestures are present and used to explore the actions of the body while using samples of data from the