首页|New Artificial Intelligence Findings from University of Parma Described (Artific ial Intelligence Implementation in Internet of Things Embedded System for Real-T ime Person Presence in Bed Detection and Sleep Behaviour Monitor)
New Artificial Intelligence Findings from University of Parma Described (Artific ial Intelligence Implementation in Internet of Things Embedded System for Real-T ime Person Presence in Bed Detection and Sleep Behaviour Monitor)
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By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-Data detailed on artificial intelligen ce have been presented. According to news reporting out of Parma, Italy, by News Rx editors, research stated, "This paper works on detecting a person in bed for sleep routine and sleep pattern monitoring based on the Micro-Electro-Mechanical Systems (MEMS) accelerometer and Internet of Things (IoT) embedded system board ." Funders for this research include Ministry of University And Research in The Fra mework of Pnc "daredigital Lifelong Prevention Project". The news reporters obtained a quote from the research from University of Parma: "This work provides sleep information, patient assessment, and elderly care for patients who live alone via tele-distance to doctors or family members. About 21 6,000 pieces of acceleration data were collected, including three classes: no pe rson in bed, a static laying position, and a moving state for Artificial Intelli gence (AI) application. Six well-known Machine-Learning (ML) algorithms were eva luated with precision, recall, F1- score, and accuracy in the workstation before implementing in the STM32-microcontroller for real-time state classification. Th e four best algorithms were selected to be programmed into the IoT board and app lied for real-time testing."
University of ParmaParmaItalyEurop eArtificial IntelligenceEmbedded SystemsEmerging TechnologiesMachine Lea rning
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