Healthcare Industry-Beacons System

Abstract

Healthcare Industry Beacons System are a small, low-energy device that can be installed or positioned almost anywhere. Typically they are placed on walls, counters or ceilings, but they’ve shown up on restaurant tables. in classrooms and even in stadiums.

Drug stores can promote free check-ups to bypassers, Hospitals can offer detailed maps with elevators and guides. Hospitals can promote an event taking place, Ambulances can send warnings to the vehicles in front of it.

We proposed an automatic daily report generation system that monitors the activity of residents in nursing homes. The proposed system estimates the current area of multiple residents utilizing machine learning with the RSSI values of BLE signals as a feature quantity and recognizes the activity of each resident from the estimated area information.

The information of the recognized activity of each resident is stored in the server with timestamps. The system automatically generates daily reports corresponding. to each resident based on them. To show the effectiveness of our proposed system, we conducted an experiment at an actual nursing home.

The following are our primary findings:
(i)The proposed system can accurately generate daily reports that correspond to each resident to some extent using the above combination patterns.
(ii)The proposed system can accurately track the activities of multiple participants.
(iii)The proposed system can incorporate new residents without data collection and
(iv) The proposed system has high usability and high flexibility. 

Since our proposed system satisfactorily achieved our research goals. we conclude that it can sufficiently assist the daily work of carers in nursing homes. On the other hand,the problem of obtaining information (especially food and information about vital signs) that we cannot obtain in our proposed system is critical. Future work will develop a system