Essays about: "Accelerometer"

Showing result 21 - 25 of 293 essays containing the word Accelerometer.

  1. 21. Classification of hyperkinesia in Parkinson patients using mobile sensors

    University essay from Lunds universitet/Matematisk statistik

    Author : Gustaf von Grothusen; [2022]
    Keywords : Dyskinesia; hyperkinesia; Parkinson s disease; support vector machine; SVM; SVR; SVC; feature engineering; digital phenotyping; CDRS; smartphone; accelerometer; Mathematics and Statistics;

    Abstract : In this thesis, we explore the possibility to monitoring hyperkinesia in people who suffer from Parkinson's disease (PD) using sensors in mobile phones. This is done by first collecting data from 25 patients diagnosed with PD by using a sensor-recording smartphone in a bag attached to the stomach, and at the same time let trained professionals make assessments of the degree of which they show signs of hyperkinesia, on the clinical dyskinesia rating scale, CDRS. READ MORE

  3. 22. Prevalensen av rörelseasymmetrier hos föl : en jämförelse mellan ridhästföl och travhästföl

    University essay from SLU/Dept. of Anatomy, Physiology and Biochemistry

    Author : Olivia Nordberg; [2022]
    Keywords : rörelseasymmetri; föl; hälta; objektiv rörelseanalys;

    Abstract : Ortopediska skador är ett vanligt problem hos sporthästar, ofta med hälta som följd. Tidigare studier har observerat att hästar som anses friska av ägaren ofta har ett asymmetriskt rörelsemönster som vid en objektiv bedömning bedöms som hälta. READ MORE

  4. 23. Artificial Electronic Nurse : An IoT Based Health Monitoring System

    University essay from Blekinge Tekniska Högskola/Institutionen för matematik och naturvetenskap

    Author : Prajna Bala Sai Potnuri; Sai Charan Poliki; [2022]
    Keywords : ESP32 Wroom dev kit; Fall detection; MAX30102; MPU6050.;

    Abstract : Context. Generally, health monitoring systems are used in hospitals, which are pricey and gigantic. But with the up gradation of sensors and modules, these devices are also available in portable sizes. These devices are divided into different types according to the disease. READ MORE

  5. 24. 2D Orientation Estimation Using Machine Learning With Multiple 5G Base Stations

    University essay from Linköpings universitet/Reglerteknik; Linköpings universitet/Tekniska fakulteten

    Author : Jianxin Qu; Nikil Johny Kunnappallil; [2022]
    Keywords : ;

    Abstract : Localization of mobile devices has implications on a multitude of use cases such as estimating the location of the user originating an emergency call, localization of devices to enable autonomous operation required by industrial Internet of Things (IoT) use cases, etc. In futuristic use cases such as Augmented Reality (AR), Virtual Reality (VR), Extended Reality (XR), autonomous navigation of Unmanned Aerial Vehicles (UAVs), we will require the capability of estimating orientation in addition to position of such devices for efficient and effective provisioning of these services to the end-users. READ MORE

  6. 25. Detecting Failures in Electric Motors in a Simulated Setup Through Machine Learning

    University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013); Karlstads universitet/Avdelningen för datavetenskap

    Author : Mohammad Qasem; [2022]
    Keywords : Computer Science; Machine learning; IoT; Predictive Maintenance; BLDC;

    Abstract :  The use of machine learning for predictive maintenance has been the focus of many studies, usually utilizing industrial setups consisting of actual industrial motors. This work examines the possibility of creating a simple setup to develop a machine learning model to detect electric motor failures, eliminating the need to rely on having access to industrial equipment in the early stages. READ MORE