Toward free-living walking speed estimation using gaussian process-based regression with on-body accelerometers and gyroscopes

2010 4th International Conference on Pervasive Computing Technologies for Healthcare, Pervasive Health 2010

Volumn , Issue , 2010, Pages

  Vathsangam, Harshvardhan ^a   Emken, Adar ^b   Spruijt Metz, Donna ^b   Sukhatme, Gaurav S ^a  

^a University of Southern California ^*  (United States)

^b UNIVERSITY OF SOUTHERN CALIFORNIA   (United States)

Author keywords

Accelerometers; Gaussian processes; Gyroscopes; Walking speed estimation

Indexed keywords

ACCELEROMETRY; BAYESIAN; ENERGY EXPENDITURE; GAUSSIAN PROCESSES; GROUND TRUTH; HEIGHT CHARACTERISTIC; LEAST SQUARES REGRESSION; LINEAR CORRELATION; LOWER AVERAGE; NON-LINEAR; NON-PARAMETRIC REGRESSION; ON-BODY; PREDICTION ACCURACY; PREDICTION CAPABILITY; PREDICTION ERRORS; TRAINING DATA; TREADMILL WALKING; WALKING SPEED; WALKING SPEED ESTIMATION;

ACCELEROMETERS; ESTIMATION; FORECASTING; GAUSSIAN DISTRIBUTION; GAUSSIAN NOISE (ELECTRONIC); GROUND PENETRATING RADAR SYSTEMS; GYROSCOPES; REGRESSION ANALYSIS; SERVICE ORIENTED ARCHITECTURE (SOA); SPEED; SPORTING GOODS;

WALKING AIDS;

EID: 77954400271     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.4108/ICST.PERVASIVEHEALTH2010.8786     Document Type: Conference Paper

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