Skip to main content
Top
Published in: Journal of NeuroEngineering and Rehabilitation 1/2013

Open Access 01-12-2013 | Research

An evaluation of the 30-s chair stand test in older adults: frailty detection based on kinematic parameters from a single inertial unit

Authors: Nora Millor, Pablo Lecumberri, Marisol Gómez, Alicia Martínez-Ramírez, Mikel Izquierdo

Published in: Journal of NeuroEngineering and Rehabilitation | Issue 1/2013

Login to get access

Abstract

Background

A growing interest in frailty syndrome exists because it is regarded as a major predictor of co-morbidities and mortality in older populations. Nevertheless, frailty assessment has been controversial, particularly when identifying this syndrome in a community setting. Performance tests such as the 30-second chair stand test (30-s CST) are a cornerstone for detecting early declines in functional independence. Additionally, recent advances in body-fixed sensors have enhanced the sensors’ ability to automatically and accurately evaluate kinematic parameters related to a specific movement performance. The purpose of this study is to use this new technology to obtain kinematic parameters that can identify frailty in an aged population through the performance the 30-s CST.

Methods

Eighteen adults with a mean age of 54 years, as well as sixteen pre-frail and thirteen frail patients with mean ages of 78 and 85 years, respectively, performed the 30-s CST while threir trunk movements were measured by a sensor-unit at vertebra L3. Sit-stand-sit cycles were determined using both acceleration and orientation information to detect failed attempts. Movement-related phases (i.e. impulse, stand-up, and sit-down) were differentiated based on seat off and seat on events. Finally, the kinematic parameters of the impulse, stand-up and sit-down phases were obtained to identify potential differences across the three frailty groups.

Results

For the stand-up and sit-down phases, velocity peaks and “modified impulse” parameters clearly differentiated subjects with different frailty levels (p < 0.001). The trunk orientation range during the impulse phase was also able to classify a subject according to his frail syndrome (p < 0.001). Furthermore, these parameters derived from the inertial units (IUs) are sensitive enough to detect frailty differences not registered by the number of completed cycles which is the standard test outcome.

Conclusions

This study shows that IUs can enhance the information gained from tests currently used in clinical practice, such as the 30-s CST. Parameters such as velocity peaks, impulse, and orientation range are able to differentiate between adults and older populations with different frailty levels. This study indicates that early frailty detection could be possible in clinical environments, and the subsequent interventions to correct these disabilities could be prescribed before further degradation occurs.
Appendix
Available only for authorised users
Literature
1.
go back to reference Bandeen-Roche K, Xue QL, Ferrucci L, Walston J, Guralnik JM, Chaves P, Zeger SL, Fried LP: Phenotype of frailty: Characterization in the women’s health and aging studies. Journals of Gerontology Series A-Biological Sciences and Medical Sciences 2006, 61: 262-266. 10.1093/gerona/61.3.262CrossRef Bandeen-Roche K, Xue QL, Ferrucci L, Walston J, Guralnik JM, Chaves P, Zeger SL, Fried LP: Phenotype of frailty: Characterization in the women’s health and aging studies. Journals of Gerontology Series A-Biological Sciences and Medical Sciences 2006, 61: 262-266. 10.1093/gerona/61.3.262CrossRef
2.
go back to reference Fried LP, Tangen CM, Walston J, Newman AB, Hirsch C, Gottdiener J, Seeman T, Tracy R, Kop WJ, Burke G, McBurnie MA: Frailty in older adults: Evidence for a phenotype. Journals of Gerontology Series A-Biological Sciences and Medical Sciences 2001, 56: 146-156. 10.1093/gerona/56.3.M146CrossRef Fried LP, Tangen CM, Walston J, Newman AB, Hirsch C, Gottdiener J, Seeman T, Tracy R, Kop WJ, Burke G, McBurnie MA: Frailty in older adults: Evidence for a phenotype. Journals of Gerontology Series A-Biological Sciences and Medical Sciences 2001, 56: 146-156. 10.1093/gerona/56.3.M146CrossRef
3.
go back to reference Garcia-Garcia FJ, Zugasti JLL, Manas LR: Frailty: a phenotype under review. Gac Sanit 2011, 25: 51-58.CrossRefPubMed Garcia-Garcia FJ, Zugasti JLL, Manas LR: Frailty: a phenotype under review. Gac Sanit 2011, 25: 51-58.CrossRefPubMed
4.
go back to reference Campbell AJ, Buchner DM: Unstable disability and the fluctuations of frailty. Age Ageing 1997, 26: 315-318. 10.1093/ageing/26.4.315CrossRefPubMed Campbell AJ, Buchner DM: Unstable disability and the fluctuations of frailty. Age Ageing 1997, 26: 315-318. 10.1093/ageing/26.4.315CrossRefPubMed
5.
go back to reference Rockwood K, Andrew M, Mitnitski A: A comparison of two approaches to measuring frailty in elderly people. Journals of Gerontology Series A-Biological Sciences and Medical Sciences 2007, 62: 738-743. 10.1093/gerona/62.7.738CrossRef Rockwood K, Andrew M, Mitnitski A: A comparison of two approaches to measuring frailty in elderly people. Journals of Gerontology Series A-Biological Sciences and Medical Sciences 2007, 62: 738-743. 10.1093/gerona/62.7.738CrossRef
6.
go back to reference Rockwood K, Mitnitski A: Frailty in relation to the accumulation of deficits. Journals of Gerontology Series A-Biological Sciences and Medical Sciences 2007, 62: 722-727. 10.1093/gerona/62.7.722CrossRef Rockwood K, Mitnitski A: Frailty in relation to the accumulation of deficits. Journals of Gerontology Series A-Biological Sciences and Medical Sciences 2007, 62: 722-727. 10.1093/gerona/62.7.722CrossRef
7.
go back to reference Walston J, Fried LP: Frailty and the older man. Medical Clinics of North America 1999, 83: 1173-1194. 10.1016/S0025-7125(05)70157-7CrossRefPubMed Walston J, Fried LP: Frailty and the older man. Medical Clinics of North America 1999, 83: 1173-1194. 10.1016/S0025-7125(05)70157-7CrossRefPubMed
8.
go back to reference Jones CJ, Rikli RE, Beam WC: A 30-s chair-stand test as a measure of lower body strength in community-residing older adults. Res Q Exerc Sport 1999, 70: 113-119. 10.1080/02701367.1999.10608028CrossRefPubMed Jones CJ, Rikli RE, Beam WC: A 30-s chair-stand test as a measure of lower body strength in community-residing older adults. Res Q Exerc Sport 1999, 70: 113-119. 10.1080/02701367.1999.10608028CrossRefPubMed
9.
go back to reference MacFarlane DJ, Chou KL, Cheng YH, Chi I: Validity and normative data for thirty-second chair stand test in elderly community-dwelling Hong Kong Chinese. Am J Hum Biol 2006, 18: 418-421. 10.1002/ajhb.20503CrossRefPubMed MacFarlane DJ, Chou KL, Cheng YH, Chi I: Validity and normative data for thirty-second chair stand test in elderly community-dwelling Hong Kong Chinese. Am J Hum Biol 2006, 18: 418-421. 10.1002/ajhb.20503CrossRefPubMed
10.
go back to reference Nakatani T, Nadamoto M, Itoh M: Validation of a 30-sec chair-stand test for evaluating lower extremity muscle strength in Japanese elderly adults. Japanese Society of Physical Education 2002, 47: 451. 461 Nakatani T, Nadamoto M, Itoh M: Validation of a 30-sec chair-stand test for evaluating lower extremity muscle strength in Japanese elderly adults. Japanese Society of Physical Education 2002, 47: 451. 461
11.
go back to reference Fabre JM, Ellis R, Kosma M, Wood RH: Falls Risk Factors and a Compendium of Falls Risk Screening Instruments. J Geriatr Phys Ther 2010, 33: 184-197.PubMed Fabre JM, Ellis R, Kosma M, Wood RH: Falls Risk Factors and a Compendium of Falls Risk Screening Instruments. J Geriatr Phys Ther 2010, 33: 184-197.PubMed
12.
go back to reference Okamoto N, Nakatani T, Okamoto Y, Iwamoto J, Saeki K, Kurumatani N: Increasing the Number of Steps Walked Each Day Improves Physical Fitness in Japanese Community-Dwelling Adults. Int J Sports Med 2010, 31: 277-282. 10.1055/s-0029-1234057CrossRefPubMed Okamoto N, Nakatani T, Okamoto Y, Iwamoto J, Saeki K, Kurumatani N: Increasing the Number of Steps Walked Each Day Improves Physical Fitness in Japanese Community-Dwelling Adults. Int J Sports Med 2010, 31: 277-282. 10.1055/s-0029-1234057CrossRefPubMed
13.
go back to reference Jessie J: Assessments for older adults. IDEA Health Fitness Source 2000, 2001: 8-13. Jessie J: Assessments for older adults. IDEA Health Fitness Source 2000, 2001: 8-13.
14.
go back to reference Wong KYA, Cheung SY: Physical activity level and functional fitness of older women in Hong Kong. Research Quarterly for Exercise and Sport 2005, 76: 119-120. 10.1080/02701367.2005.10599274CrossRef Wong KYA, Cheung SY: Physical activity level and functional fitness of older women in Hong Kong. Research Quarterly for Exercise and Sport 2005, 76: 119-120. 10.1080/02701367.2005.10599274CrossRef
15.
go back to reference De Villarreal ESS: Effect of Plyometric Training in Three Age Groups of Women. Revista Internacional de Medicina y Ciencias de la Actividad Fisica y del Deporte 2010, 10: 393-409. De Villarreal ESS: Effect of Plyometric Training in Three Age Groups of Women. Revista Internacional de Medicina y Ciencias de la Actividad Fisica y del Deporte 2010, 10: 393-409.
16.
go back to reference Mato L, Wattanathorn J, Muchimapura S, Tongun T, Piyawatkul N, Yimtae K, Thanawirattananit P, Sripanidkulchai B: Centella asiatica Improves Physical Performance and Health-Related Quality of Life in Healthy Elderly Volunteer. Evidence-Based Complementary and Alternative Medicine 2011, 1: 7. Mato L, Wattanathorn J, Muchimapura S, Tongun T, Piyawatkul N, Yimtae K, Thanawirattananit P, Sripanidkulchai B: Centella asiatica Improves Physical Performance and Health-Related Quality of Life in Healthy Elderly Volunteer. Evidence-Based Complementary and Alternative Medicine 2011, 1: 7.
17.
go back to reference Ozkaya GY, Aydin H, Toraman NF, Kizilay F, Ozdemir O, Cetinkaya V: Effect of strength and endurance training on cognition in older people. Journal of Sports Science and Medicine 2005, 4: 300-313.PubMedCentralPubMed Ozkaya GY, Aydin H, Toraman NF, Kizilay F, Ozdemir O, Cetinkaya V: Effect of strength and endurance training on cognition in older people. Journal of Sports Science and Medicine 2005, 4: 300-313.PubMedCentralPubMed
18.
go back to reference Purath J, Buchholz SW, Kark DL: Physical fitness assessment of older adults in the primary care setting. Journal of the American Academy of Nurse Practitioners 2009, 21: 101-107. 10.1111/j.1745-7599.2008.00391.xCrossRefPubMed Purath J, Buchholz SW, Kark DL: Physical fitness assessment of older adults in the primary care setting. Journal of the American Academy of Nurse Practitioners 2009, 21: 101-107. 10.1111/j.1745-7599.2008.00391.xCrossRefPubMed
19.
go back to reference Nyland J, Frost K, Quesada P, Angeli C, Swank A, Topp R, Malkani AL: Self-reported chair-rise ability relates to stair-climbing readiness of total knee arthroplasty patients: A pilot study. Journal of Rehabilitation Research and Development 2007, 44: 751-759. 10.1682/JRRD.2006.11.0146CrossRefPubMed Nyland J, Frost K, Quesada P, Angeli C, Swank A, Topp R, Malkani AL: Self-reported chair-rise ability relates to stair-climbing readiness of total knee arthroplasty patients: A pilot study. Journal of Rehabilitation Research and Development 2007, 44: 751-759. 10.1682/JRRD.2006.11.0146CrossRefPubMed
20.
go back to reference Tousignant M, Moffet H, Boissy P, Corriveau H, Cabana F, Marquis F: A randomized controlled trial of home telerehabilitation for post-knee arthroplasty. Journal of Telemedicine and Telecare 2011, 17: 195-198. 10.1258/jtt.2010.100602CrossRefPubMed Tousignant M, Moffet H, Boissy P, Corriveau H, Cabana F, Marquis F: A randomized controlled trial of home telerehabilitation for post-knee arthroplasty. Journal of Telemedicine and Telecare 2011, 17: 195-198. 10.1258/jtt.2010.100602CrossRefPubMed
21.
go back to reference Veltink P, Van Lummel RC: Dynamic Analysis using Body Fixed Sensors. Second World Congress of Biomechanics. Amsterdam: Mc Roberts 1994; 1994. Veltink P, Van Lummel RC: Dynamic Analysis using Body Fixed Sensors. Second World Congress of Biomechanics. Amsterdam: Mc Roberts 1994; 1994.
22.
go back to reference Aminian K, Najafi B: Capturing human motion using body-fixed sensors: outdoor measurement and clinical applications. Computer Animation and Virtual Worlds 2004, 15: 79-94. 10.1002/cav.2CrossRef Aminian K, Najafi B: Capturing human motion using body-fixed sensors: outdoor measurement and clinical applications. Computer Animation and Virtual Worlds 2004, 15: 79-94. 10.1002/cav.2CrossRef
23.
go back to reference Aminian K, Robert P, Buchser EE, Rutschmann B, Hayoz D, Depairon M: Physical activity monitoring based on accelerometry: validation and comparison with video observation. Medical & Biological Engineering & Computing 1999, 37: 304-308. 10.1007/BF02513304CrossRef Aminian K, Robert P, Buchser EE, Rutschmann B, Hayoz D, Depairon M: Physical activity monitoring based on accelerometry: validation and comparison with video observation. Medical & Biological Engineering & Computing 1999, 37: 304-308. 10.1007/BF02513304CrossRef
24.
go back to reference Doheny EP, Fan CW, Foran T, Greene BR, Cunningham C, Kenny RA: An instrumented sit to stand test used to examine differences between older fallers and non fallers. 33rd Annual Internationa Conference of the IEEE EMBS 2011, 3: 9. Doheny EP, Fan CW, Foran T, Greene BR, Cunningham C, Kenny RA: An instrumented sit to stand test used to examine differences between older fallers and non fallers. 33rd Annual Internationa Conference of the IEEE EMBS 2011, 3: 9.
25.
go back to reference Ganea R, Paraschiv-Ionescu A, Salarian A, Büla C, Martin E, Rochat S, Hoskovec C, Piot-Ziegler C, Aminian K: Kinematics and dynamic complexity of postural transitions in frail elderly subjects. Proceedings of the 29th Annual International Conference of the IEEE EMBS 2007, 29: 6117-6120. Ganea R, Paraschiv-Ionescu A, Salarian A, Büla C, Martin E, Rochat S, Hoskovec C, Piot-Ziegler C, Aminian K: Kinematics and dynamic complexity of postural transitions in frail elderly subjects. Proceedings of the 29th Annual International Conference of the IEEE EMBS 2007, 29: 6117-6120.
26.
go back to reference Van L, Ainsworth E, Lindemann U, Zijlstra W, Chiari L, Vancampen P, Hausdorff JM: Automated approach for quantifying the repeated sit-to-stand using one body fixed sensor in young and older adults. Gait & Posture 2012, 37: 35. Van L, Ainsworth E, Lindemann U, Zijlstra W, Chiari L, Vancampen P, Hausdorff JM: Automated approach for quantifying the repeated sit-to-stand using one body fixed sensor in young and older adults. Gait & Posture 2012, 37: 35.
27.
go back to reference Boonstra MC, van der Slikke RMA, Keijsers NLW, Van Lummel RC, Malefijt MCD, Verdonschot N: The accuracy of measuring the kinematics of rising from a chair with accelerometers and gyroscopes. Journal of Biomechanics 2006, 39: 354-358. 10.1016/j.jbiomech.2004.11.021CrossRefPubMed Boonstra MC, van der Slikke RMA, Keijsers NLW, Van Lummel RC, Malefijt MCD, Verdonschot N: The accuracy of measuring the kinematics of rising from a chair with accelerometers and gyroscopes. Journal of Biomechanics 2006, 39: 354-358. 10.1016/j.jbiomech.2004.11.021CrossRefPubMed
28.
go back to reference Gross MM, Stevenson PJ, Charette SL, Pyka G, Marcus R: Effect of muscle strength and movement speed on the biomechanics of rising from a chair in healthy elderly and young women. Gait & Posture 1998, 8: 175-185. 10.1016/S0966-6362(98)00033-2CrossRef Gross MM, Stevenson PJ, Charette SL, Pyka G, Marcus R: Effect of muscle strength and movement speed on the biomechanics of rising from a chair in healthy elderly and young women. Gait & Posture 1998, 8: 175-185. 10.1016/S0966-6362(98)00033-2CrossRef
29.
go back to reference Bidargaddi N, Klingbei L, Sarela A, Boyle J, Cheung V, Yelland C, Karunanithi M, Gray L: Wavelet based approach for posture transition estimation using a waist worn accelerometer. IEEE Engineering in Medicine . IEEE Engineering in Medicine & Biology Society 2007, 26: 8. Bidargaddi N, Klingbei L, Sarela A, Boyle J, Cheung V, Yelland C, Karunanithi M, Gray L: Wavelet based approach for posture transition estimation using a waist worn accelerometer. IEEE Engineering in Medicine . IEEE Engineering in Medicine & Biology Society 2007, 26: 8.
30.
go back to reference Janssen WGM, Bussmann JBJ, Horemans HLD, Stam HJ: Validity of accelerometry in assessing the duration of the sit-to-stand movement. Medical & Biological Engineering & Computing 2008, 46: 879-887. 10.1007/s11517-008-0366-3CrossRef Janssen WGM, Bussmann JBJ, Horemans HLD, Stam HJ: Validity of accelerometry in assessing the duration of the sit-to-stand movement. Medical & Biological Engineering & Computing 2008, 46: 879-887. 10.1007/s11517-008-0366-3CrossRef
31.
go back to reference Salarian A, Horak FB, Zampieri C, Carlson-Kuhta P, Nutt JG, Aminian K: iTUG, a Sensitive and Reliable Measure of Mobility. IEEE Transactions on Neural Systems and Rehabilitation Engineering 2010, 18: 303-310.PubMedCentralCrossRefPubMed Salarian A, Horak FB, Zampieri C, Carlson-Kuhta P, Nutt JG, Aminian K: iTUG, a Sensitive and Reliable Measure of Mobility. IEEE Transactions on Neural Systems and Rehabilitation Engineering 2010, 18: 303-310.PubMedCentralCrossRefPubMed
32.
go back to reference Najafi B, Aminian K, Blanc Y, Robert P: A new method for body posture detection using a kinematic sensor. Medical & Biological Engineering & Computing 1999, 37: 826-827. Najafi B, Aminian K, Blanc Y, Robert P: A new method for body posture detection using a kinematic sensor. Medical & Biological Engineering & Computing 1999, 37: 826-827.
33.
go back to reference Millor N, Lecumberri P, Gomez M, Martinez Ramirez A, Izquierdo M: Automatic evaluation of the 30-s chair stand test using inertial/magnetic based technology in an older pre-frail population. IEEE Transaction on Information Technology in Biomedicine 2013, 17: 820-827. Millor N, Lecumberri P, Gomez M, Martinez Ramirez A, Izquierdo M: Automatic evaluation of the 30-s chair stand test using inertial/magnetic based technology in an older pre-frail population. IEEE Transaction on Information Technology in Biomedicine 2013, 17: 820-827.
34.
go back to reference Giansanti D, Maccioni G, Benvenuti F, Macellari V: Inertial measurement units furnish accurate trunk trajectory reconstruction of the sit-to-stand manoeuvre in healthy subjects. Medical & Biological Engineering & Computing 2007, 45: 969-976. 10.1007/s11517-007-0224-8CrossRef Giansanti D, Maccioni G, Benvenuti F, Macellari V: Inertial measurement units furnish accurate trunk trajectory reconstruction of the sit-to-stand manoeuvre in healthy subjects. Medical & Biological Engineering & Computing 2007, 45: 969-976. 10.1007/s11517-007-0224-8CrossRef
35.
go back to reference Najafi B, Aminian K, Paraschiv-Ionescu A, Loew F, Bula CJ, Robert P: Ambulatory system for human motion analysis using a kinematic sensor: Monitoring of daily physical activity in the elderly. IEEE Transactions on Biomedical Engineering 2003, 50: 711-723. 10.1109/TBME.2003.812189CrossRefPubMed Najafi B, Aminian K, Paraschiv-Ionescu A, Loew F, Bula CJ, Robert P: Ambulatory system for human motion analysis using a kinematic sensor: Monitoring of daily physical activity in the elderly. IEEE Transactions on Biomedical Engineering 2003, 50: 711-723. 10.1109/TBME.2003.812189CrossRefPubMed
36.
go back to reference Van Lummel RC, Ainsworth E, Hausdorff JM, Lindemann U, Beek PJ, Van Dieen JH: Validation of seat-off and seat-on in repeated sit-to-stand movements using a single-body-fixed sensor. Physiological Measurement 2012, 33: 1855-1867. 10.1088/0967-3334/33/11/1855CrossRefPubMed Van Lummel RC, Ainsworth E, Hausdorff JM, Lindemann U, Beek PJ, Van Dieen JH: Validation of seat-off and seat-on in repeated sit-to-stand movements using a single-body-fixed sensor. Physiological Measurement 2012, 33: 1855-1867. 10.1088/0967-3334/33/11/1855CrossRefPubMed
37.
go back to reference Garcia-Garcia FJ, Avila GG, Alfaro-Acha A, Andres MSA, Lanza MDD, Aparicio MVE, Aparicio SH, Zugasti JLL, Reus MGS, Rodriguez-Artalejo F, Rodriguez-Manas L: The prevalence of frailty syndrome in an older population from Spain. The Toledo study for healthy aging. Journal of Nutrition Health 2011, 15: 852-856. 10.1007/s12603-011-0075-8CrossRef Garcia-Garcia FJ, Avila GG, Alfaro-Acha A, Andres MSA, Lanza MDD, Aparicio MVE, Aparicio SH, Zugasti JLL, Reus MGS, Rodriguez-Artalejo F, Rodriguez-Manas L: The prevalence of frailty syndrome in an older population from Spain. The Toledo study for healthy aging. Journal of Nutrition Health 2011, 15: 852-856. 10.1007/s12603-011-0075-8CrossRef
38.
go back to reference Janssen WGM, Kulcu DG, Horernans HLD, Stam HJ, Bussmann JBJ: Sensitivity of Accelerometry to Assess Balance Control During Sit-to-Stand Movement. IEEE Transactions on Neural Systems and Rehabilitation Engineering 2008, 16: 479-484.CrossRefPubMed Janssen WGM, Kulcu DG, Horernans HLD, Stam HJ, Bussmann JBJ: Sensitivity of Accelerometry to Assess Balance Control During Sit-to-Stand Movement. IEEE Transactions on Neural Systems and Rehabilitation Engineering 2008, 16: 479-484.CrossRefPubMed
39.
go back to reference Van Lummel RC, Hausdorff JM, Ainsworth E, Lindemann U, Van Diëen JH: Validation of seat-off and seat-on in repeated sit-to-stand movements using a single-body-fixed sensor. IOP Physiological Measurement 2012, 33: 1855-1867. 10.1088/0967-3334/33/11/1855CrossRef Van Lummel RC, Hausdorff JM, Ainsworth E, Lindemann U, Van Diëen JH: Validation of seat-off and seat-on in repeated sit-to-stand movements using a single-body-fixed sensor. IOP Physiological Measurement 2012, 33: 1855-1867. 10.1088/0967-3334/33/11/1855CrossRef
40.
go back to reference Van Lummel RC, Ainsworth E, Van Campen P: Measurement of sit-to-stand trunk movements of young controls and very old elderly using a single sensor with accelerometers and gyroscopes. Elsevier 2010, 16: 86-89. Van Lummel RC, Ainsworth E, Van Campen P: Measurement of sit-to-stand trunk movements of young controls and very old elderly using a single sensor with accelerometers and gyroscopes. Elsevier 2010, 16: 86-89.
41.
go back to reference Hughes MA, Myers BS, Schenkman ML: The role of strength in rising from a chair in the functionally impaired elderly. Journal of Biomechanics 1996, 29: 1509-1513.CrossRefPubMed Hughes MA, Myers BS, Schenkman ML: The role of strength in rising from a chair in the functionally impaired elderly. Journal of Biomechanics 1996, 29: 1509-1513.CrossRefPubMed
Metadata
Title
An evaluation of the 30-s chair stand test in older adults: frailty detection based on kinematic parameters from a single inertial unit
Authors
Nora Millor
Pablo Lecumberri
Marisol Gómez
Alicia Martínez-Ramírez
Mikel Izquierdo
Publication date
01-12-2013
Publisher
BioMed Central
Published in
Journal of NeuroEngineering and Rehabilitation / Issue 1/2013
Electronic ISSN: 1743-0003
DOI
https://doi.org/10.1186/1743-0003-10-86

Other articles of this Issue 1/2013

Journal of NeuroEngineering and Rehabilitation 1/2013 Go to the issue