Transient and steady state estimation of human oxygen uptake based on noninvasive portable sensor measurements

Medical and Biological Engineering and Computing

Volumn 47, Issue 10, 2009, Pages 1111-1117

  Su, Steven W ^a   Celler, Branko G ^b   Savkin, Andrey V ^b   Nguyen, Hung T ^a   Cheng, Teddy M ^b   Guo, Ying ^c   Wang, Lu ^d  

^a UNIVERSITY OF TECHNOLOGY SYDNEY   (Australia)

^b UNIVERSITY OF NEW SOUTH WALES   (Australia)

^c CSIRO   (Australia)

^d Research and Technology Labs   (Australia)

Author keywords

Multivariable model; Nonlinear modeling; Oxygen uptake; Portable sensors; Support vector machine

Indexed keywords

ANALYSIS SYSTEM; COMPLEMENTARY-SENSORS; ESTIMATION RESULTS; GAS ANALYSIS; HEART RATE SENSORS; LIVING ENVIRONMENT; MULTI VARIABLES; MULTIVARIABLE MODEL; NONLINEAR MODELING; OXYGEN UPTAKE; PHYSICAL ACTIVITY; PORTABLE SENSORS; SINGLE INPUT SINGLE OUTPUT; STEADY STATE ESTIMATION; TRIAXIAL ACCELEROMETER;

ESTIMATION; IMAGE RETRIEVAL; MULTILAYER NEURAL NETWORKS; NONLINEAR ANALYSIS; OXYGEN; STATE ESTIMATION; SUPPORT VECTOR MACHINES;

SENSORS;

ACCELEROMETER; ADULT; ARTICLE; CONTROLLED STUDY; GAS ANALYSIS; HEART RATE; HUMAN; HUMAN EXPERIMENT; MALE; NON INVASIVE PROCEDURE; NORMAL HUMAN; OXYGEN CONSUMPTION; PORTABLE EQUIPMENT; SENSOR; STEADY STATE; SUPPORT VECTOR MACHINE;

ACCELERATION; ADULT; EXERCISE; EXERCISE TEST; HUMANS; MALE; MODELS, BIOLOGICAL; MONITORING, AMBULATORY; OXYGEN CONSUMPTION; TELEMETRY; YOUNG ADULT;

EID: 70350324316     PISSN: 01400118     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11517-009-0534-0     Document Type: Article

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