Upper limb kinematics using inertial and magnetic sensors: Comparison of sensor-to-segment calibrations

Sensors (Switzerland)

Volumn 15, Issue 8, 2015, Pages 18813-18833

  Bouvier, Brice ^a,b,c,d   Duprey, Sonia ^b,c,d   Claudon, Laurent ^a   Dumas, Raphaël ^b,c,d   Savescu, Adriana ^a  

^a INSTITUT NATIONAL DE RECHERCHE ET DE SÉCURITÉ   (France)

^b UNIVERSITÉ DE LYON   (France)

^c UNIVERSITÉ LYON 1   (France)

^d Lyon University   (France)

Author keywords

Accuracy; Ambulatory system; Joint angle; Magneto inertial measurement unit sensors; Sensor to segment calibration

Indexed keywords

JOINTS (ANATOMY); KINEMATICS; MAGNETIC LEVITATION VEHICLES; PERSONNEL TRAINING; UNITS OF MEASUREMENT;

ACCURACY; AMBULATORY MEASUREMENT; AMBULATORY SYSTEMS; EXPERIMENTAL PROCEDURE; FUNCTIONAL MOVEMENTS; INERTIAL MEASUREMENT UNIT; JOINT ANGLE; QUANTITATIVE EVALUATION;

CALIBRATION;

ADULT; BIOMECHANICS; BODY POSTURE; CALIBRATION; CLINICAL TRIAL; COMPARATIVE STUDY; DEVICES; HUMAN; JOINT; MAGNETISM; MALE; PHYSIOLOGY; UPPER LIMB;

ADULT; BIOMECHANICAL PHENOMENA; CALIBRATION; HUMANS; JOINTS; MAGNETICS; MALE; POSTURE; UPPER EXTREMITY;

EID: 84938533549     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s150818813     Document Type: Article

References (44)

1. Anglin, C.; Wyss, U. P. Review of Arm Motion Analyses. Proc. Inst. Mech. Eng. H 2000, 214, 541-555.
2. Zhou, H.; Hu, H. Human motion tracking for rehabilitation-A survey. Biomed. Signal Process. Control 2008, 3, 1-18.
3. Charlton, I. W.; Tate, P.; Smyth, P.; Roren, L. Repeatability of an optimised lower body model. Gait Posture 2004, 20, 213-221.
4. Strutzenberger, G. Kinematic and Kinetic Analyses of Human Movement with respect to Health, Injury Prevention and Rehabilitation Aspects. Ph. D Thesis, Fakultät für Geistes-und Sozialwissenschaften, Karlsruhe, Germany, 2011.
5. Wu, G.; van der Helm, F. C.; Veeger, H. E.; Makhsous, M.; Van Roy, P.; Anglin, C.; Nagels, J.; Karduna, A. R.; McQuade, K.; Wang, X., et al. Isb recommendation on definitions of joint coordinate systems of various joints for the reporting of human joint motion. Part ii: Shoulder, elbow, wrist and hand. J. Biomech. 2005, 38, 981-992.
6. Cappozzo, A.; Catani, F.; Della Croce, U.; Leardini, A. Position and orientation in-space of bones during movement-Anatomical frame definition and determination. Clin. Biomech. 1995, 10, 171-178.
7. Coley, B.; Jolles, B. M.; Farron, A.; Bourgeois, A.; Nussbaumer, F.; Pichonnaz, C.; Aminian, K. Outcome evaluation in shoulder surgery using 3D kinematics sensors. Gait Posture 2007, 25, 523-532.
8. Cutti, A. G.; Giovanardi, A.; Rocchi, L.; Davalli, A.; Sacchetti, R. Ambulatory measurement of shoulder and elbow kinematics through inertial and magnetic sensors. Med. Bio. Eng. Comput. 2008, 46, 169-178.
9. De Vries, W. H.; Veeger, H. E.; Cutti, A. G.; Baten, C.; van der Helm, F. C. Functionally interpretable local coordinate systems for the upper extremity using inertial & magnetic measurement systems. J. Biomech. 2010, 43, 1983-1988.
10. Galinski, D.; Dehez, B. Evaluation of initialization procedures for estimating upper limb kinematics with marg sensors. In Proceedings of 4th IEEE RAS & EMBS International Conference, Roma, Italy, 24-27 June 2012; pp. 1801-1806.
11. Luinge, H. J.; Veltink, P. H.; Baten, C. T. Ambulatory measurement of arm orientation. J. Biomech. 2007, 40, 78-85.
12. Perez, R.; Costa, U.; Torrent, M.; Solana, J.; Opisso, E.; Caceres, C.; Tormos, J. M.; Medina, J.; Gomez, E. J. Upper limb portable motion analysis system based on inertial technology for neurorehabilitation purposes. Sensors 2010, 10, 10733-10751.
13. Picerno, P.; Cereatti, A.; Cappozzo, A. Joint kinematics estimate using wearable inertial and magnetic sensing modules. Gait Posture 2008, 28, 588-595.
14. Plamondon, A.; Delisle, A.; Larue, C.; Brouillette, D.; McFadden, D.; Desjardins, P.; Lariviere, C. Evaluation of a hybrid system for three-dimensional measurement of trunk posture in motion. Appl. Ergon. 2007, 38, 697-712.
15. Ricci, L.; Formica, D.; Sparaci, L.; Lasorsa, F. R.; Taffoni, F.; Tamilia, E.; Guglielmelli, E. A new calibration methodology for thorax and upper limbs motion capture in children using magneto and inertial sensors. Sensors 2014, 14, 1057-1072.
16. O'Donovan, K. J.; Kamnik, R.; O'Keeffe, D. T.; Lyons, G. M. An inertial and magnetic sensor based technique for joint angle measurement. J. Biomech. 2007, 40, 2604-2611.
17. Luinge, H. J.; Veltink, P. H. Measuring orientation of human body segments using miniature gyroscopes and accelerometers. Med. Bio. Eng. Comput. 2005, 43, 273-282.
18. Roetenberg, D.; Luinge, H. J.; Baten, C. T.; Veltink, P. H. Compensation of magnetic disturbances improves inertial and magnetic sensing of human body segment orientation. IEEE Trans. Neural. Syst. Rehabil. Eng. 2005, 13, 395-405.
19. Schiefer, C.; Ellegast, R. P.; Hermanns, I.; Kraus, T.; Ochsmann, E.; Larue, C.; Plamondon, A. Optimization of inertial sensor-based motion capturing for magnetically distorted field applications. J. Biomech. Eng. 2014, 136, 121008.
20. Bachmann, E. R.; McGhee, R. B.; Yun, X.; Zyda, M. J. Inertial and magnetic posture tracking for inserting humans into networked virtual environments. In Proceeding of In ACM Symposium on Virtual Reality Software and Technology (VRST), Banff, AB, Canada, 15-17 November 2001.
21. Koning, B. H.; van der Krogt, M. M.; Baten, C. T.; Koopman, B. F. Driving a musculoskeletal model with inertial and magnetic measurement units. Comput. Methods Biomech. Biomed. Eng. 2015, 18, 1003-1013.
22. Kalman, R. E. A new approach to linear filtering and prediction problems. J. Basic. Eng. 1960, 82, doi 10. 1115/1. 3662552.
23. Vignais, N.; Miezal, M.; Bleser, G.; Mura, K.; Gorecky, D.; Marin, F. Innovative system for real-time ergonomic feedback in industrial manufacturing. Appl. Ergon. 2013, 44, 566-574.
24. Zhou, H. Y.; Hu, H. S. Reducing drifts in the inertial measurements of wrist and elbow positions. Instrum. Meas. 2010, 59, 575-585.
25. Kontaxis, A.; Cutti, A. G.; Johnson, G. R.; Veeger, H. E. A framework for the definition of standardized protocols for measuring upper-extremity kinematics. Clin. Biomech. 2009, 24, 246-253.
26. El-Gohary, M.; Holmstrom, L.; Huisinga, J.; King, E.; McNames, J.; Horak, F. Upper limb joint angle tracking with inertial sensors. In Proceedings of Annual International Conference of the Engineering in Medicine and Biology Society, EMBC, IEEE, Boston, MA, USA, 30 August-3 September 2011; pp. 5629-5632.
27. Leardini, A.; Chiari, L.; Della Croce, U.; Cappozzo, A. Human movement analysis using stereophotogrammetry. Part 3. Soft tissue artifact assessment and compensation. Gait Posture 2005, 21, 212-225.
28. Parel, I.; Cutti, A. G.; Fiumana, G.; Porcellini, G.; Verni, G.; Accardo, A. P. Ambulatory measurement of the scapulohumeral rhythm: Intra-and inter-operator agreement of a protocol based on inertial and magnetic sensors. Gait Posture 2012, 35, 636-640.
29. Dumas, R.; Cheze, L.; Verriest, J. P. Adjustments to mcconville And young et al. Body segment inertial parameters. J. Biomech. 2007, 40, 543-553.
30. Cutti, A. G.; Paolini, G.; Troncossi, M.; Cappello, A.; Davalli, A. Soft tissue artefact assessment in humeral axial rotation. Gait Posture 2005, 21, 341-349.
31. El Habachi, A.; Duprey, S.; Cheze, L.; Dumas, R. A parallel mechanism of the shoulder-application to multi-body optimisation. Multibody Syst. Dyn. 2015, 33, 439-451.
32. Ehrig, R. M.; Taylor, W. R.; Duda, G. N.; Heller, M. O. A survey of formal methods for determining functional joint axes. J. Biomech. 2007, 40, 2150-2157.
33. Dumas, R.; Cheze, L. 3D inverse dynamics in non-orthonormal segment coordinate system. Med. Biol. Eng. Comput. 2007, 45, 315-322.
34. Dumas, R.; Robert, T.; Pomero, V.; Cheze, L. Joint and segment coordinate systems revisited. Comput. Methods Biomech. Eng. 2012, 15 (Suppl. 1), 183-185.
35. Baker, R. Isb recommendation on definition of joint coordinate systems for the reporting of human joint motion-Part i: Ankle, hip and spine. J. Biomech. 2003, 36, 300-302.
36. Cole, G. K.; Nigg, B. M.; Ronsky, J. L.; Yeadon, M. R. Application of the joint coordinate system to three-dimensional joint attitude and movement representation: A standardization proposal. J. Biomech. Eng. 1993, 115, 344-349.
37. Senk, M.; Cheze, L. Rotation sequence as an important factor in shoulder kinematics. Clin. Biomech. 2006, 21 (Suppl. 1), S3-S8.
38. Ferrari, A.; Cutti, A. G.; Cappello, A. A new formulation of the coefficient of multiple correlation to assess the similarity of waveforms measured synchronously by different motion analysis protocols. Gait Posture 2010, 31, 540-542.
39. Kadaba, M. P.; Ramakrishnan, H. K.; Wootten, M. E.; Gainey, J.; Gorton, G.; Cochran, G. V. Repeatability of kinematic, kinetic, and electromyographic data in normal adult gait. J. Orthop. Res. 1989, 7, 849-860.
40. Garofalo, P.; Cutti, A. G.; Filippi, M. V.; Cavazza, S.; Ferrari, A.; Cappello, A.; Davalli, A. Inter-operator reliability and prediction bands of a novel protocol to measure the coordinated movements of shoulder-girdle and humerus in clinical settings. Med. Biol. Eng. Comput. 2009, 47, 475-486.
41. Schwartz, M. H.; Trost, J. P.; Wervey, R. A. Measurement and management of errors in quantitative gait data. Gait Posture 2004, 20, 196-203.
42. Pohl, M. B.; Lloyd, C.; Ferber, R. Can the reliability of three-dimensional running kinematics be improved using functional joint methodology? Gait Posture 2010, 32, 559-563.
43. Vanezis, A.; Robinson, M. A.; Darras, N. The reliability of the elepap clinical protocol for the 3D kinematic evaluation of upper limb function. Gait Posture 2015, 41, 431-439.
44. Bouvier, B.; Savescu, A.; Duprey, S.; Dumas, R. Benefits of functional calibration for estimating elbow joint angles using magneto-inertial sensors: Preliminary results. Comput. Methods Biomech. Biomed. Eng. 2014, 17, 108-109.