Engineering and Technology, Sciences

As a dedicated researcher in the field of human health technology, my primary focus revolves around falls, with a specific emphasis on bed falls, the intricate relationship between these incidents sleep patterns. The prevalence of sleep-related disorders their consequences, including falls, along with their impact on overall well-being, have sparked my interest in developing innovative solutions that leverage the power of Internet of Things (IoT) technology. Throughout my academic journey, I have explored various facets of sleep science and identified the need for advanced monitoring systems that not only track sleep patterns but also address the safety concerns associated with nocturnal falls. The core of my research lies in the development of smart devices capable of real-time sleep monitoring. These devices employ cutting-edge sensor technologies to collect comprehensive data on sleep cycles. Moreover, I have integrated machine learning algorithms to analyze this data and detect sleep posture, thereby offering insights into sleep quality. Furthermore, the system proposes a sleep quality index and can identify falls during the night. One key innovation in my proposed systems is their proactive approach to detecting sleep postures and falls by leveraging the collected data and employing advanced algorithms. The integration of hardware and software in my research is pivotal. The development of robust IoT devices is complemented by a user-friendly and efficient software interface. This ensures seamless data interpretation, visualization, and user engagement. In conclusion, my research endeavors aim to make significant contributions to the intersection of health and technology. By addressing the complex issues of sleep monitoring and detecting nocturnal falls, I aspire to enhance the quality of life for elderly people. Through the integration of IoT devices and sophisticated software, I am committed to exploring new technology and creating solutions that positively impact human health