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Volumn 32, Issue 12, 2011, Pages 1983-2001

A stepwise validation of a wearable system for estimating energy expenditure in field-based research

Author keywords

activity recognition; ambulatory assessment; energy expenditure estimation; physical activity; wearable sensors

Indexed keywords

CALORIMETERS; CALORIMETRY; WEARABLE SENSORS;

EID: 82055198469     PISSN: 09673334     EISSN: 13616579     Source Type: Journal    
DOI: 10.1088/0967-3334/32/12/008     Document Type: Article
Times cited : (24)

References (53)
  • 1
    • 0033822207 scopus 로고    scopus 로고
    • Compendium of physical activities: An update of activity codes and MET intensities
    • Ainsworth B E et al 2000 Compendium of physical activities: an update of activity codes and MET intensities Med. Sci. Sports Exerc. 32 (Suppl. 9) 498-504
    • (2000) Med. Sci. Sports Exerc. , vol.32 , Issue.SUPPL. , pp. 498-504
    • Ainsworth, B.E.1
  • 2
    • 35048842427 scopus 로고    scopus 로고
    • Activity recognition from user-annotated acceleration data
    • Bao L and Intille S S 2004 Activity recognition from user-annotated acceleration data Pervasive Computing pp 1-17
    • (2004) Pervasive Computing , pp. 1-17
    • Bao, L.1    Intille, S.S.2
  • 4
    • 0035012889 scopus 로고    scopus 로고
    • Is physical activity or physical fitness more important in defining health benefits?
    • Blair S N, Cheng Y and Holder J S 2001 Is physical activity or physical fitness more important in defining health benefits? Med. Sci. Sports Exerc. 33 (Suppl. 6) 379-99
    • (2001) Med. Sci. Sports Exerc. , vol.33 , Issue.SUPPL , pp. 379-399
    • Blair, S.N.1    Cheng, Y.2    Holder, J.S.3
  • 5
    • 69749105447 scopus 로고    scopus 로고
    • Improving assessment of daily energy expenditure by identifying types of physical activity with a single accelerometer
    • Bonomi A G, Plasqui G, Goris A H and Westerterp K R 2009 Improving assessment of daily energy expenditure by identifying types of physical activity with a single accelerometer J. Appl. Physiol. 107 655-61
    • (2009) J. Appl. Physiol. , vol.107 , pp. 655-661
    • Bonomi, A.G.1    Plasqui, G.2    Goris, A.H.3    Westerterp, K.R.4
  • 6
    • 0028556856 scopus 로고
    • Assessment of energy expenditure for physical activity using a triaxial accelerometer
    • Bouten C V, Westerterp K R, Verduin M and Janssen J D 1994 Assessment of energy expenditure for physical activity using a triaxial accelerometer Med. Sci. Sports Exerc. 26 1516-23
    • (1994) Med. Sci. Sports Exerc. , vol.26 , pp. 1516-1523
    • Bouten, C.V.1    Westerterp, K.R.2    Verduin, M.3    Janssen, J.D.4
  • 7
    • 0346102463 scopus 로고    scopus 로고
    • Branched equation modeling of simultaneous accelerometry and heart rate monitoring improves estimate of directly measured physical activity energy expenditure
    • DOI 10.1152/japplphysiol.00703.2003
    • Brage S, Brage N, Franks P W, Ekelund U, Wong M Y, Andersen L B, Froberg K and Wareham N J 2004 Branched equation modeling of simultaneous accelerometry and heart rate monitoring improves estimate of directly measured physical activity energy expenditure J. Appl. Physiol. 96 343-51 (Pubitemid 38032019)
    • (2004) Journal of Applied Physiology , vol.96 , Issue.1 , pp. 343-351
    • Brage, So.1    Brage, N.2    Franks, P.W.3    Ekelund, U.4    Wong, M.-Y.5    Andersen, L.B.6    Froberg, K.7    Wareham, N.J.8
  • 9
    • 41149155535 scopus 로고    scopus 로고
    • Exiting the cleanroom: On ecological validity and ubiquitous computing
    • DOI 10.1080/07370020701851086, PII 791652374
    • Carter S, Mankoff J, Klemmer S R and Matthews T 2008 Exiting the cleanroom: on ecological validity and ubiquitous computing Human.Comput. Interact. 23 47-99 (Pubitemid 351437050)
    • (2008) Human-Computer Interaction , vol.23 , Issue.1 , pp. 47-99
    • Carter, S.1    Mankoff, J.2    Klemmer, S.R.3    Matthews, T.4
  • 15
    • 60649116945 scopus 로고    scopus 로고
    • Estimation of exercise energy expenditive using a wrist-worn accelerometer: A linear mixed model approach with fixed-effect variable selection
    • Haapalainen E, Laurinen P, Röning J and Kinnunen H 2008 Estimation of exercise energy expenditive using a wrist-worn accelerometer: a linear mixed model approach with fixed-effect variable selection 2008 7th Int. Conf. on Machine Learning and Applications (Piscataway, NJ: IEEE) pp 796-801
    • (2008) 2008 7th Int. Conf. on Machine Learning and Applications , pp. 796-801
    • Haapalainen, E.1    Laurinen, P.2    Röning Kinnunen J, H.3
  • 16
    • 35748941921 scopus 로고    scopus 로고
    • Role of low energy expenditure and sitting in obesity, metabolic syndrome, type 2 diabetes, and cardiovascular disease
    • DOI 10.2337/db07-0882
    • Hamilton M T, Hamilton D G and Zderic T W 2007 Role of low energy expenditure and sitting in obesity, metabolic syndrome, type 2 diabetes, and cardiovascular disease Diabetes 56 2655-67 (Pubitemid 350063956)
    • (2007) Diabetes , vol.56 , Issue.11 , pp. 2655-2667
    • Hamilton, M.T.1    Hamilton, D.G.2    Zderic, T.W.3
  • 18
    • 84903874716 scopus 로고    scopus 로고
    • Real-time daily activity classification with wireless sensor networks using hidden Markov model
    • He J, Li H and Tan J 2007 Real-time daily activity classification with wireless sensor networks using hidden Markov model Conf. Proc. IEEE Eng. Med. Biol. Soc. 2007 3192-5
    • (2007) Conf. Proc. IEEE Eng. Med. Biol. Soc. , vol.2007 , pp. 3192-3195
    • He, J.1    Li, H.2    Tan, J.3
  • 19
    • 77954577073 scopus 로고    scopus 로고
    • Weightlessness feature - A novel feature for single tri-axial accelerometer based activity recognition
    • He Z, Liu Z, Jin L, Zhen L X and Huang J C 2008 Weightlessness feature - a novel feature for single tri-axial accelerometer based activity recognition ICPR pp 1-4
    • (2008) ICPR , pp. 1-4
    • He, Z.1    Liu, Z.2    Jin, L.3    Zhen, L.X.4    Huang, J.C.5
  • 20
    • 0033817363 scopus 로고    scopus 로고
    • Validity of accelerometry for the assessment of moderate intensity physical activity in the field
    • Hendelman D, Miller K, Baggett C, Debold E and Freedson P 2000 Validity of accelerometry for the assessment of moderate intensity physical activity in the field Med. Sci. Sports Exerc. 32 (Suppl.) S442-9
    • (2000) Med. Sci. Sports Exerc. , vol.32 , Issue.SUPPL , pp. 442
    • Hendelman, D.1    Miller, K.2    Baggett, C.3    Debold, E.4    Freedson, P.5
  • 21
    • 4544362736 scopus 로고    scopus 로고
    • Physical activity recognition from acceleration data under semi-naturalistic conditions
    • Intille S S and Bao L 2003 Physical activity recognition from acceleration data under semi-naturalistic conditions Technical Report http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.90.889
    • (2003) Technical Report
    • Intille, S.S.1    Bao, L.2
  • 23
    • 0032705413 scopus 로고    scopus 로고
    • Contribution of a sedentary lifestyle and inactivity to the etiology of overweight and obesity: Current evidence and research issues
    • Jebb S A and Moore M S 1999 Contribution of a sedentary lifestyle and inactivity to the etiology of overweight and obesity: current evidence and research issues Med. Sci. Sports Exerc. 31 (Suppl. 11) 534-41
    • (1999) Med. Sci. Sports Exerc. , vol.31 , Issue.SUPPL 1 , pp. 534-541
    • Jebb, S.A.1    Moore, M.S.2
  • 26
    • 0037712168 scopus 로고    scopus 로고
    • Measuring human energy expenditure: What have we learned from the flex-heart rate method?
    • DOI 10.1002/ajhb.10187
    • Leonard W R 2003 Measuring human energy expenditure: what have we learned from the flex-heart rate method? Am. J. Hum. Biol. 15 479-89 (Pubitemid 36817997)
    • (2003) American Journal of Human Biology , vol.15 , Issue.4 , pp. 479-489
    • Leonard, W.R.1
  • 28
    • 0027369317 scopus 로고
    • A critical evaluation of heart rate monitoring to assess energy expenditure in individuals
    • Li R, Deurenberg P and Hautvast J G 1993 A critical evaluation of heart rate monitoring to assess energy expenditure in individuals Am. J. Clin. Nutr. 58 602-7 (Pubitemid 23319944)
    • (1993) American Journal of Clinical Nutrition , vol.58 , Issue.5 , pp. 602-607
    • Li, R.1    Deurenberg, P.2    Hautvast, J.G.A.J.3
  • 30
    • 33745865918 scopus 로고    scopus 로고
    • Validity of four short physical activity questionnaires in middle-aged persons
    • DOI 10.1249/01.mss.0000227310.18902.28
    • Maeder U, Martin B W, Schutz Y and Marti B 2006 Validity of four short physical activity questionnaires in middle-aged persons Med. Sci. Sports Exerc. 38 1255-66 (Pubitemid 44036696)
    • (2006) Medicine and Science in Sports and Exercise , vol.38 , Issue.7 , pp. 1255-1266
    • Mader, U.1    Martin, B.W.2    Schutz, Y.3    Marti, B.4
  • 32
    • 0036020304 scopus 로고    scopus 로고
    • Comparison between the Datex-Ohmeda M-COVX metabolic monitor and the Deltatrac II in mechanically ventilated patients
    • DOI 10.1007/s00134-002-1323-5
    • McLellan S, Walsh T, Burdess A and Lee A 2002 Comparison between the Datex-Ohmeda M-COVX metabolic monitor and the Deltatrac II in mechanically ventilated patients Intensive Care Med. 28 870-6 (Pubitemid 34762221)
    • (2002) Intensive Care Medicine , vol.28 , Issue.7 , pp. 870-876
    • McLellan, S.1    Walsh, T.2    Burdess, A.3    Lee, A.4
  • 34
    • 59649096723 scopus 로고    scopus 로고
    • Review of physical activity measurement using accelerometers in older adults: Considerations for research design and conduct
    • Murphy S L 2009 Review of physical activity measurement using accelerometers in older adults: considerations for research design and conduct Preventive Med. 48 108-14
    • (2009) Preventive Med. , vol.48 , pp. 108-114
    • Murphy, S.L.1
  • 35
    • 0026128307 scopus 로고
    • Table of nonprotein respiratory quotient: An update
    • Péronnet F and Massicotte D 1991 Table of nonprotein respiratory quotient: an update Can. J. Sport Sci. 16 23-9
    • (1991) Can. J. Sport Sci. , vol.16 , pp. 23-29
    • Péronnet, F.1    Massicotte, D.2
  • 36
    • 35648985523 scopus 로고    scopus 로고
    • Physical activity assessment with accelerometers: An evaluation against doubly labeled water
    • DOI 10.1038/oby.2007.281
    • Plasqui G and Westerterp K R 2007 Physical activity assessment with accelerometers: an evaluation against doubly labeled water Obesity 15 2371-9 (Pubitemid 350034029)
    • (2007) Obesity , vol.15 , Issue.10 , pp. 2371-2379
    • Plasqui, G.1    Westerterp, K.R.2
  • 38
    • 29344474528 scopus 로고    scopus 로고
    • Activity recognition from accelerometer data
    • Proceedings of the 20th National Conference on Artificial Intelligence and the 17th Innovative Applications of Artificial Intelligence Conference, AAAI-05/IAAI-05
    • Ravi N, Nikhil D, Mysore P and Littman M L 2005 Activity recognition from accelerometer data Proc. 17th Conf. on Innovative Applications of Artificial Intelligence (IAAI) pp 1541-6 (Pubitemid 43006650)
    • (2005) Proceedings of the National Conference on Artificial Intelligence , vol.3 , pp. 1541-1546
    • Ravi, N.1    Dandekar, N.2    Mysore, P.3    Littman, M.L.4
  • 41
    • 0034102993 scopus 로고    scopus 로고
    • A combined heart rate and movement sensor: Proof of concept and preliminary testing study
    • DOI 10.1038/sj.ejcn.1600973
    • Rennie K, Rowsell T, Jebb S A, Holburn D and Wareham N J 2000 A combined heart rate and movement sensor: proof of concept and preliminary testing study Eur. J. Clin. Nutr. 54 409-14 (Pubitemid 30261392)
    • (2000) European Journal of Clinical Nutrition , vol.54 , Issue.5 , pp. 409-414
    • Rennie, K.1    Rowsell, T.2    Jebb, S.A.3    Holburn, D.4    Wareham, N.J.5
  • 42
    • 48749105828 scopus 로고    scopus 로고
    • Validity of physical activity intensity predictions by actigraph, actical, and RT3 accelerometers
    • Rothney M P, Schaefer E V, Neumann M M, Choi L and Chen K Y 2008 Validity of physical activity intensity predictions by actigraph, actical, and RT3 accelerometers Obesity 16 1946-52
    • (2008) Obesity , vol.16 , pp. 1946-1952
    • Rothney, M.P.1    Schaefer, E.V.2    Neumann, M.M.3    Choi, L.4    Chen, K.Y.5
  • 44
    • 0030061711 scopus 로고    scopus 로고
    • Reliability of the doubly labeled water method for the measurement of total daily energy expenditure in free-living subjects
    • Schoeller D A and Hnilicka J M 1996 Reliability of the doubly labeled water method for the measurement of total daily energy expenditure in free-living subjects J. Nutr. 126 348-54
    • (1996) J. Nutr. , vol.126 , pp. 348-354
    • Schoeller, D.A.1    Hnilicka, J.M.2
  • 46
    • 70350115240 scopus 로고    scopus 로고
    • An artificial neural network to estimate physical activity energy expenditure and identify physical activity type from an accelerometer
    • Staudenmayer J, Pober D, Crouter S, Bassett D and Freedson P 2009 An artificial neural network to estimate physical activity energy expenditure and identify physical activity type from an accelerometer J. Appl. Physiol. 107 1300-7
    • (2009) J. Appl. Physiol. , vol.107 , pp. 1300-1307
    • Staudenmayer, J.1    Pober, D.2    Crouter, S.3    Bassett, D.4    Freedson, P.5
  • 47
    • 70350324316 scopus 로고    scopus 로고
    • Transient and steady state estimation of human oxygen uptake based on noninvasive portable sensor measurements
    • Su S, Celler B, Savkin A, Nguyen H, Cheng T, Guo Y and Wang L 2009 Transient and steady state estimation of human oxygen uptake based on noninvasive portable sensor measurements Med. Biol. Eng. Comput. 47 1111-7
    • (2009) Med. Biol. Eng. Comput. , vol.47 , pp. 1111-1117
    • Su, S.1    Celler, B.2    Savkin, A.3    Nguyen, H.4    Cheng, T.5    Guo, Y.6    Wang, L.7
  • 49
    • 28044445385 scopus 로고    scopus 로고
    • A timely meeting: Objective measurement of physical activity
    • Troiano R P 2005 A timely meeting: objective measurement of physical activity Med. Sci. Sports Exerc. 37 (Suppl.) S487-9
    • (2005) Med. Sci. Sports Exerc. , vol.37 , Issue.SUPPL , pp. 487
    • Troiano, R.P.1
  • 51
    • 0031441543 scopus 로고    scopus 로고
    • Physical activity assessment: Comparison between movement registration and doubly labeled water method
    • Westerterp K R and Bouten C V 1997 Physical activity assessment: comparison between movement registration and doubly labeled water method Z. Ernährungswissenschaft 36 263-7
    • (1997) Z. Ernährungswissenschaft , vol.36 , pp. 263-267
    • Westerterp, K.R.1    Bouten, C.V.2


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