Insomnia analysis based on internet of things using electrocardiography and electromyography

Abstract

Insomnia is a disorder to start, maintain, and wake up from sleep, has many sufferers in the world. For patients in remote locations who suffer from insomnia, which requires testing, the gold standard performed requires patients to take the time and travel to the health care center. By making alternatives to remote sleep insomnia testing using electrocardiography and electromyography connected to the internet of things can solve the problem of patients' access to treatment. Delivery of patient data to the server is done to make observations from the visualization of patient data in real-time. Furthermore, using artificial neural networks was used to classify EMG, ECG, and combine patient data to determine patients who have Insomnia get resulted in patient classification errors around 0.2% to 2.7%.

UV Room Sterilizer Automatic Motion Light Pole Based on Time Setting with Internet of Things Android Application

“…However, UV C rays when exposed directly to parts of the human body can cause acute and chronic health problems on the skin, eyes, and other organs [3], [5]- [7]. Utilization of the internet in the form of the internet of things has been widely used and has received more benefits for carrying out certain activities, such as in the environmental [8], [9], industrial [10]- [14], and health sectors [15]- [18]. Therefore, the use of the internet of things in the design of medical aids can help the effectiveness of its use.…”

Design of Temperature and Humidity Monitoring Baby Incubator Based on Internet of Things

“…Thus a system for monitoring and controlling the temperature and humidity of the incubator is designed which can be automatically monitored remotely using internet access [5][6][7]. Because internet access can give us some benefit to remote monitoring in some case like other study [8][9][10]. This system planning aims to facilitate the monitoring and control of temperature and humidity of the incubator without having to be in the location of the incubator.…”