• DocumentCode
    2075559
  • Title

    Extraction and Analysis of features acquired by wearable sensors network

  • Author

    Bellos, Christos C. ; Papadopoulos, Athanasios ; Rosso, Roberto ; Fotiadis, Dimitrios I.

  • Author_Institution
    Biomed. Res., Found. for Res. & Technol. - Hellas, Ioannina, Greece
  • fYear
    2010
  • fDate
    3-5 Nov. 2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    The developed system aims to collect and analyze information valuable for estimating the severity of a health episode regarding patients suffering from chronic diseases. The system addresses a wearable platform, based on multi-parametric sensor data, a device which collects the data and a Smart Assistant Device, responsible for analyzing the collected multi-parametric data and facilitating the monitor of people suffering from chronic diseases in long-stay setting. The wearable platform integrates several sensors collecting information regarding motion, ECG, respiration, oxygen saturation (SpO2), temperature and various other parameters. The Smart Assistant Device, after applying pre-processing and feature extraction techniques, fuses all sensor acquired data with information inserted by the patient. An Intelligent System is developed to analyze sensors´ acquired and patient inputted data, facilitating data mining techniques, and decides upon the severity of a pathological episode that was appeared to the patient.
  • Keywords
    biomedical measurement; body sensor networks; data analysis; feature extraction; medical signal processing; sensor fusion; ECG data; chronic diseases; feature analysis; feature extraction techniques; health episode severity estimation; information analysis; intelligent system; motion data; multiparametric sensor data; oxygen saturation data; preprocessing techniques; respiration data; sensor acquired data data fusion; smart assistant device; temperature data; wearable platform; wearable sensor network; Accelerometers; Atmospheric measurements; Biomedical measurements; Electrocardiography; Humidity; Particle measurements; Temperature sensors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology and Applications in Biomedicine (ITAB), 2010 10th IEEE International Conference on
  • Conference_Location
    Corfu
  • Print_ISBN
    978-1-4244-6559-0
  • Type

    conf

  • DOI
    10.1109/ITAB.2010.5687761
  • Filename
    5687761