Taking care of the elderly member of the house is a big responsibility. However, people are very busy with their fast-paced lives and may face difficulty in balancing their responsibilities. This has often led to minor or major accidents of elderly individuals at home or even untimely demise. To address this issue, various devices have been introduced in digital health care paltform, enabling online tracking and monitoring of health by users and family members. These devices are known as elderly monitoring devices.