A triaxial accelerometer and portable data processing unit for the assessment of daily physical activity

The present study describes the development of a triaxial accelerometer (TA) and a portable data processing unit for the assessment of daily physical activity. The TA is composed of three orthogonally mounted uniaxial piezoresistive accelerometers and can be used to register accelerations covering the amplitude and frequency ranges of human body acceleration. Interinstrument and test-retest experiments showed that the offset and the sensitivity of the TA were equal for each measurement direction and remained constant on two measurement days. Transverse sensitivity was significantly different for each measurement direction, but did not influence accelerometer output (<3% of the sensitivity along the main axis). The data unit enables the on-line processing of accelerometer output to a reliable estimator of physical activity over eight-day periods. Preliminary evaluation of the system in 13 male subjects during standardized activities in the laboratory demonstrated a significant relationship between accelerometer output and energy expenditure due to physical activity, the standard reference for physical activity (r=0.89). Shortcomings of the system are its low sensitivity to sedentary activities and the inability to register static exercise. The validity of the system for the assessment of normal daily physical activity and specific activities outside the laboratory should be studied in free-living subjects.

[1]  J R Morrow,et al.  Caltrac versus calorimeter determination of 24-h energy expenditure in female children and adolescents. , 1994, Medicine and science in sports and exercise.

[2]  J A Balogun,et al.  Factors affecting Caltrac and Calcount accelerometer output. , 1988, Physical therapy.

[3]  C. Caspersen,et al.  Physical activity, exercise, and physical fitness: definitions and distinctions for health-related research. , 1985, Public health reports.

[4]  E K Antonsson,et al.  The frequency content of gait. , 1985, Journal of biomechanics.

[5]  J. B. Weir New methods for calculating metabolic rate with special reference to protein metabolism , 1949, The Journal of physiology.

[6]  J F Nichols,et al.  A validation of a physical activity monitor for young and older adults. , 1992, Canadian journal of sport sciences = Journal canadien des sciences du sport.

[7]  M. Lafortune Three-dimensional acceleration of the tibia during walking and running. , 1991, Journal of biomechanics.

[8]  Daniel P. Redmond,et al.  Observations on the design and specification of a wrist-worn human activity monitoring system , 1985 .

[9]  J R Morris,et al.  Accelerometry--a technique for the measurement of human body movements. , 1973, Journal of biomechanics.

[10]  J. Sallis,et al.  The Caltrac accelerometer as a physical activity monitor for school-age children. , 1990, Medicine and science in sports and exercise.

[11]  E. Haymes,et al.  Walking and running energy expenditure estimated by Caltrac and indirect calorimetry. , 1993, Medicine and science in sports and exercise.

[12]  James D. Frost,et al.  Triaxial Vector Accelerometry: A Method for Quantifying Tremor and Ataxia , 1978, IEEE Transactions on Biomedical Engineering.

[13]  A Cappozzo,et al.  Low frequency self-generated vibration during ambulation in normal men. , 1982, Journal of biomechanics.

[14]  J A Balogun,et al.  Calorimetric validation of the Caltrac accelerometer during level walking. , 1989, Physical therapy.

[15]  W P James,et al.  Approaches to estimating physical activity in the community: calorimetric validation of actometers and heart rate monitoring. , 1988, European journal of clinical nutrition.

[16]  J. D. Janssen,et al.  Assessment of energy expenditure for physical activity using a triaxial accelerometer. , 1994, Medicine and science in sports and exercise.

[17]  E. P. Mccutcheon,et al.  Body acceleration distribution and O2 uptake in humans during running and jumping. , 1980, Journal of applied physiology: respiratory, environmental and exercise physiology.

[18]  John G. Webster,et al.  Portable Accelerometer Device for Measuring Human Energy Expenditure , 1981, IEEE Transactions on Biomedical Engineering.

[19]  J. Webster,et al.  Estimation of energy expenditure by a portable accelerometer. , 1983, Medicine and science in sports and exercise.

[20]  G.A.L. Meijer,et al.  Methods to assess physical activity with special reference to motion sensors and accelerometers , 1991, IEEE Transactions on Biomedical Engineering.

[21]  G.A.L. Meijer Physical activity : implications for human energy metabolism , 1990 .

[22]  H. Kemper,et al.  Validity and reliability of pedometers in habitual activity research , 1977, European Journal of Applied Physiology and Occupational Physiology.

[23]  John G. Webster,et al.  Estimating Human Energy Expenditure Using An Accelerometer Device , 1984 .

[24]  K R Westerterp,et al.  Assessment of energy expenditure by recording heart rate and body acceleration. , 1989, Medicine and science in sports and exercise.

[25]  Ronald E. LaPorte,et al.  Assessment of Walking Behavior: Effect of Speed and Monitor Position on Two Objective Physical Activity Monitors , 1988 .

[26]  M Sälzer,et al.  Three-dimensional tremor measurements of the hand. , 1972, Journal of biomechanics.

[27]  R. Verschuur,et al.  Adjustment of Pedometers to Make Them More Valid in Assessing Running , 1980 .

[28]  R. A. Binkhorst,et al.  The use of pedometer and actometer in studying daily physical activity in man. Part II: Validity of pedometer and actometer measuring the daily physical activity , 1977, European Journal of Applied Physiology and Occupational Physiology.

[29]  M Sun,et al.  A method for measuring mechanical work and work efficiency during human activities. , 1993, Journal of biomechanics.

[30]  M. Griffin,et al.  A data correction method for surface measurement of vibration on the human body. , 1995, Journal of biomechanics.