Gulyaev Ivan Vladimirovich (Volgograd State Technical University )
Kurlyak Dmitry Vladimirovich (Volgograd State Technical University )
Shabanova Irina Nikolaevna (Volgograd State Technical University )
Zubkov Alexander Vladimirovich (Candidate of Technical Sciences, Head of the Information Development Department of the Volgograd State Medical University of the Ministry of Health of the Russian Federation (Volgograd, Russia), Senior Lecturer at the Department of Software for Automated Systems of the Volgograd State Technical University (Volgograd, Russia), lecturer at the Department of Biotechnical Systems and Technologies with a course in Software Engineering of the Volgograd State Technical UniversityVolgograd State Medical University" Ministry of Health of the Russian Federation (Moscow Volgograd, Russia), Senior Lecturer at the Department of Clinical Engineering and Artificial Intelligence Technologies )
Pechenov Ivan Pavlovich (Volgograd State Technical University )
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This article discusses an integrated approach to the analysis of breathing and interaction with a computer. We explore how data from the accelerometer and gyroscope can help in automated analysis of breathing patterns and improve interaction with a computer system. Our methods allow you to more accurately track the movements and connections between a person and a computer. The results of the study show the potential of using these models to improve understanding of human behavior and create more convenient and intuitive communication systems.
Keywords:automation, human-computer interaction, medical applications, experimental research, automated analysis, accelerometer and gyroscope, rehabilitation of motor function, analysis of the form of breathing, machine learning.
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Citation link:
Gulyaev I. V., Kurlyak D. V., Shabanova I. N., Zubkov A. V., Pechenov I. P. DEVELOPMENT OF MODELS AND METHODS FOR ANALYZING RESPIRATORY DYNAMICS AND HUMAN-COMPUTER INTERACTION USING AN ACCELEROMETER AND A GYROSCOPE // Современная наука: актуальные проблемы теории и практики. Серия: Естественные и Технические Науки. -2024. -№07/2. -С. 67-74 DOI 10.37882/2223-2966.2024.7-2.09 |
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