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
Link To Document