IoT-Cloud Integration with Reinforcement Learning for Elderly Fall Detection
Diwakar Bhardwaj, Dibyhash Bordoloi, A. Deepak, Arun Pratap Srivastava, Kannan Mayuri, Akhilesh Kumar Khan · 2023
This project greatly contributes to the integration of IOT systems for the actual development of fall detection mechanisms with advanced RL algorithms. Hence the IOT system mainly prefers the healthcare system for elderly individuals. The individual responses are evaluated according to the major development of fall detection algorithms. A brief introduction is given here with a brief overview of IOT-cloud formation and its theoretical frameworks related to the maximum usage of RL algorithms. The methodology part shows the philosophy, approach, and design part of elderly fall detection. Hence the thematic analysis is provided to make a descriptive result of IOT-cloud integration with RL algorithms for elderly fall detection with an efficient mechanism of fall detection algorithms and alarm structures.