Ambulatory estimation of knee-joint kinematics in anatomical coordinate system using accelerometers and magnetometers

IEEE Transactions on Biomedical Engineering

Volumn 58, Issue 2, 2011, Pages 435-442

  Kun, Liu ^a   Inoue, Yoshio ^b   Shibata, Kyoko ^b   Enguo, Cao ^b  

^a JILIN UNIVERSITY   (China)

^b KOCHI UNIVERSITY OF TECHNOLOGY   (Japan)

Author keywords

Accelerometer; knee joint kinematics; magnetometer; virtual sensor; wearable sensor system

Indexed keywords

ABDUCTION/ADDUCTION; ANATOMICAL COORDINATE SYSTEMS; ANGULAR ACCELERATION; EULER ANGLES; HIGH DEGREE OF ACCURACY; JOINT COORDINATE SYSTEMS; JOINT KINEMATICS; KNEE JOINT; KNEE-JOINT ANGLE; KNEE-JOINT KINEMATICS; LOWER LIMB; MONITORING SYSTEM; OPTIMAL SENSOR; PHYSICAL SENSORS; REFERENCE SYSTEMS; ROTATION ANGLES; VIRTUAL SENSOR; WEARABLE SENSOR SYSTEMS;

ACCELEROMETERS; ALGORITHMS; BIOLOGICAL ORGANS; GAIT ANALYSIS; KINEMATICS; MAGNETOMETERS; PHYSIOLOGICAL MODELS; SENSORS;

JOINTS (ANATOMY);

ABDUCTION; ACCELEROMETER; ADDUCTION; ALGORITHM; ANALYTICAL EQUIPMENT; ARTICLE; GAIT; HUMAN; KINEMATICS; KNEE; KNEE FUNCTION; MAGNETIC FIELD; MAGNETOMETER; SENSOR;

ACCELERATION; ADULT; ALGORITHMS; BIOMECHANICS; ELECTROMAGNETIC FIELDS; FEMALE; HUMANS; KNEE JOINT; LEG BONES; MALE; MONITORING, AMBULATORY; SIGNAL PROCESSING, COMPUTER-ASSISTED; WALKING;

EID: 79551543214     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2010.2089454     Document Type: Article

References (24)

1. K. Turcot, R. Aissaoui, K. Boivin, M. Pelletier, N. Hagemeister, and De Guise, "New accelerometric method to discriminate between asymptomatic subjects and patients with medial knee osteoarthritis during 3-D gait," IEEE Trans. Biomed. Eng, vol. 55, no. 4, pp. 1415-1422, Apr. 2008.
2. T. S.Moore, G. Hamish, MacDougall, andG.W.Ondo, "Ambulatory monitoring of freezing of gait in Parkinson's disease," J. Neurosci. Methods, vol. 167, pp. 340-348, 2008.
3. A. Salarian, H. Russmann, F. J. G. Vingerhoets, P. R. Burkhard, and K. Aminian, "Ambulatory monitoring of physical activities in patients with parkinsonapos's disease," IEEE Trans. Biomed. Eng., vol. 54, no. 12, pp. 2296-2299, Dec. 2007.
4. H. Dejnabadi, B. M. Jolles, and K. Aminian, "A new approach to accurate measurement of uniaxial joint angles based on a combination of accelerometers and gyroscopes," IEEE Trans. Biomed. Eng., vol. 52, no. 8, pp. 1478-1484, Aug. 2005.
5. J. J. Kavanagh and H. B. Menz, "Accelerometry: A technique for quantify movement patterns during walking," Gait Posture, vol. 28, pp. 1-15, 2008.
6. R. Williamson and B. J. Andrews, "Detecting absolute human knee angle and angular velocity using accelerometers and rate gyroscopes," Med. Biol. Eng. Comput, vol. 39, no. 3, pp. 294-302, 2001.
7. K. Liu, T. Liu, K. Shibata, Y. Inoue, and R. Zheng, "Novel approach to ambulatory assessment of human segmental orientation on a wearable sensor system," J. Biomech., vol. 42, no. 16, pp. 2747-2752, 2009.
8. N. Hagemeister, G. Parent, M. Van de Putte, N. St-Onge, N. Duval, and J. de Guise, "A reproducible method for studying three-dimensional knee kinematics," J. Biomech., vol. 38, no. 9, pp. 1926-1931, 2005.
9. A. Findlow, J. Goulermas, C. Nester, D. Howard, and L. Kenney, "Predicting lower limb joint kinematics using wearable motion sensors," Gait Posture, vol. 28, no. 1, pp. 120-126, 2008.
10. J. Kavanagh, S. Morrison, D. James, and R. Barrett, "Reliability of segmental accelerations measured using a new wireless gait analysis system," J. Biomech., vol. 39, no. 15, pp. 2863-2872, 2006.
11. J. Favre, F. Luthi, B. M. Jolles, O. Siegrist, B. Najafi, and K. Aminian, "A new ambulatory system for comparative evaluation of the threedimensional knee kinematics, applied to anterior cruciate ligament injuries," Knee Surg. Sports Traumatol. Arthrosc., vol. 14, no. 7, pp. 592- 604, 2006.
12. J. Favre, B. M. Jolles,R.Aissaoui, and K. Aminian, "Ambulatory measurement of 3D knee joint angle," J. Biomech., vol. 41, no. 5, pp. 1029-1035, 2008.
13. K. O'Donovan, R. Kamnik, D. O'Keeffe, and G. Lyons, "An inertial and magnetic sensor based technique for joint angle measurement," J. Biomech., vol. 40, no. 12, pp. 2604-2611, 2007.
14. R. Takeda, S. Tadano, M. Todoh, M. Morikawa, M. Nakayasu, and S. Yoshinari, "Gait analysis using gravitational acceleration measured by wearable sensors," J. Biomech., vol. 42, no. 3, pp. 223-233, 2009.
15. H. Dejnabadi, B. M. Jolles, and K. Aminian, "Estimation and visualization of sagittal kinematics of lower limbs orientation using body-fixed sensors," IEEE Trans. Biomed. Eng., vol. 53, no. 7, pp. 1385-1392, Jul. 2006.
16. T. M. Willemsen, C. Frigo, and H. B. K. Boom, "Lower extremity angle measurement with accelerometers-error and sensitivity analysis," IEEE Trans. Biomed. Eng., vol. 38, no. 12, pp. 1186-1193, Dec. 1991.
17. ES Grood and WJ. Suntay, "A joint coordinate system for the clinical description of three-dimensionalmotions:Application to the knee," ASME J. Biomech. Eng., vol. 105, pp. 136-144, May 1983.
18. A. J. Padgaonkar, K.W. Krieger, and A. I. King, "Measurement of angular acceleration of a rigid body using linear accelerometers," ASME J. Appl. Mech., vol. 42, pp. 552-556, 1975.
19. J. R. W. Morris, "Accelerometry-A technique for the measurement of human body movements," J. Biomech., vol. 6, pp. 729-736, 1973.
20. D. Giansanti, V. Macellari, G. Maccioni, and A. Cappozzo, "Is it feasible to reconstruct body segment 3-D position and orientation using accelerometric data?," IEEE Trans. Biomed. Eng., vol. 50, no. 4, pp. 476-483, Apr. 2003.
21. D. Giansanti, G. Maccioni, and V. Macellari, "The development and test of a device for the reconstruction of 3-D position and orientation bymeans of a kinematic sensor assembly with rate gyroscopes and accelerometers," IEEE Trans. Biomed. Eng., vol. 52, no. 7, pp. 1271-1277, Jul. 2005.
22. H. J. Luinge and P. H. Veltink, "Measuring orientation of human body segments using miniature gyroscopes and accelerometers," Med. Biol. Eng. Comput., vol. 43, pp. 273-282, 2005.
23. E. Foxlin, "Inertial head-tracker sensor fusion by a complementary separate-bias Kalman filter," in Proc. IEEE Virtual Reality Annu. Int. Symp., Los, Alamitos, CA, 1996, pp. 184-194.
24. W. H. K. de Vries, H. E. J. Veeger, C. T. M. Baten, and F. C. T. Van Der Helm, "Magnetic distortion in motion labs, implications for validating inertial magnetic sensors," Gait Posture, vol. 29, no. 4, pp. 535-541, 2009.