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Документ An IoT Solution: A Fitness Trainer(2021) Hladkyi, Yaroslav; Gladka, Myroslava; Kostikov, Mykola; Lisnevskyi, RostyslavAn IoT system of motion detection and control for fitness exercises can be urgent for people who do sports at home. Using such a system as a mobile application allows the user to get the assessment of technique when doing exercises demonstrating them in front of the smartphone camera, as well as recommendations which may help improve doing exercises. As a result, the efficiency of exercises will be increased. These functions are implemented via a neural network able to recognize images. Besides, users will see their progress and information on exercises made with flaws, which will help to fix the execution technique. The IoT system configures business rules and scenarios, necessary artefacts for users, the exercises they perform, errors and deviations that are committed while doing the exercises, as well as analyzing video files. The IoT solution is built using a neural network that is capable of recognizing the user's body posture during the exercise using a video file captured on the camera of their own smartphone. With the help of mathematical calculations, artificial intelligence will return the result of the video file analysis, where the user will be able to see their flaws while doing a certain task, and get recommendations. A special factor in pattern recognition is the individual initial anthropometric data of each user, which must be taken into account in the analysis. The use of IoT system of monitoring and control over the performance of fitness exercises will positively affect the trend of a healthy lifestyle in today's world without the involvement of personal fitness trainers.Документ A model of the application of IoT devices based on RFID to ensure the safety of the military and civilian population under war conditions(2022) Gladka, Myroslava; Kuchansky, Alexander; Kostikov, Mykola; Lisnevskyi, RostyslavRadio-frequency identification (RFID) systems are becoming more popular in many fields where clear identification and affiliation of a specific person to a specific activity is important. These are various branches of industry, banking, the economic sector, medicine, etc. However, applying RFID technology to the protection and security of the military and civilian population in wartime has not yet gained widespread use. It is in the conditions of combat actions, where there is a need to identify each person, and their movement within the scope of military operations, conducting or participating in evacuation procedures, involvement in various types of military or humanitarian missions, prompt provision of medical assistance, etc. In all these situations, issues of identification are of vital importance, because not only security but also the lives of the military and civilian population may depend on it. The purpose of this study is to investigate the features and prove the advantages of using RFID technology in the conditions of martial law to ensure the safety of the health and life of the military and the civilian population. The paper considers the use of RFID tags to ensure the safety of movement, and personal identification for those who need medical assistance or are in danger on the territory of combat operations or occupied territories.