• DocumentCode
    3187175
  • Title

    GPS-based outdoor activity pattern recording and analysis system

  • Author

    Yan-Ming Chen ; Kuo-Sheng Cheng

  • Author_Institution
    Dept. of Biomed. Eng., Nat. Chen Kung Univ., Tainan, Taiwan
  • fYear
    2013
  • fDate
    3-7 July 2013
  • Firstpage
    1160
  • Lastpage
    1163
  • Abstract
    In this paper, a recording and analysis system is designed and developed for outdoor activity patterns characterization. Some mental problems of aging, especially the occurrence of dementia, are not easily noticed in early stage. In this study, the proposed system is employed for outdoor activity patterns analysis. From the pattern analysis, the abnormal activity which is different from the usual patterns may be differentiated and warned. The proposed system integrates the tablet PC and GPS to track and to detect the occurrence of abnormal condition off-line. In the beginning, the sequence of GPS data is segmented in time frame, and represented in vector form for data reduction. Some filtering technique is also applied for noise reduction.
  • Keywords
    Global Positioning System; brain; diseases; medical computing; medical disorders; notebook computers; GPS data sequence; GPS-based outdoor activity pattern recording; abnormal activity; dementia; filtering technique; integratesthe tablet PCandGPS; mental problems; noise reduction; Aging; Dementia; Global Positioning System; Senior citizens; Trajectory; Vectors; Algorithms; Geographic Information Systems; Humans; Pattern Recognition, Automated; Telemetry;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
  • Conference_Location
    Osaka
  • ISSN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2013.6609712
  • Filename
    6609712