Skip to main content

2018 | OriginalPaper | Buchkapitel

Numerical Simulations and Experimental Human Gait Analysis Using Wearable Sensors

verfasst von : D. Tarnita, I. Geonea, A. Petcu, D. N. Tarnita

Erschienen in: New Trends in Medical and Service Robots

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The paper presents a comparison between an experimental study of flexion-extension movement in human legs joints and numerical simulations on a virtual mannequin computed in ADAMS virtual environment. Using Biometrics system which is a data acquisition system based on electrogoniometers, data were collected for the right and left ankle, knee and hip during experimental gait overground on force platforms. The mean flexion-extension cycles for legs joints were obtained. The obtained experimental data series were be introduced as input data in the joints of the virtual mannequin and a walking simulation was performed in ADAMS environment software. The variation of ground forces during walking are obtained by experimental data and by virtual simulation.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Tlalolini, D., Christine, C., Yannick, A.: Human-like walking: optimal motion of a bipedal robot with toe-rotation motion. Trans. Mechatron. Inst. Electr. Electron. Eng. 16(2), 310–320 (2011) Tlalolini, D., Christine, C., Yannick, A.: Human-like walking: optimal motion of a bipedal robot with toe-rotation motion. Trans. Mechatron. Inst. Electr. Electron. Eng. 16(2), 310–320 (2011)
2.
Zurück zum Zitat Kanako, M., Mitsuharu, M., Fumio, K., Shuuji, K., Kenji, K., Kazuhito, Y.: Human-like walking with toe supporting for humanoids. In: International Conference on Intelligent Robots and Systems, San Francisco, CA, USA (2011) Kanako, M., Mitsuharu, M., Fumio, K., Shuuji, K., Kenji, K., Kazuhito, Y.: Human-like walking with toe supporting for humanoids. In: International Conference on Intelligent Robots and Systems, San Francisco, CA, USA (2011)
3.
Zurück zum Zitat Kim, J.Y., Park, I.W., Lee, J., Kim, M.S., Cho, B.K., Oh, J.H.: System design and dynamic walking of humanoid robot khr-2. In: International Conference on Robotics and Automation Barcelona, Spain (2005) Kim, J.Y., Park, I.W., Lee, J., Kim, M.S., Cho, B.K., Oh, J.H.: System design and dynamic walking of humanoid robot khr-2. In: International Conference on Robotics and Automation Barcelona, Spain (2005)
4.
Zurück zum Zitat Matthieu, L., et al.: The poppy humanoid robot: leg design for biped locomotion. In: International Conference on Intelligent Robots and Systems, Tokyo, Japan (2013) Matthieu, L., et al.: The poppy humanoid robot: leg design for biped locomotion. In: International Conference on Intelligent Robots and Systems, Tokyo, Japan (2013)
5.
Zurück zum Zitat Fumiya, L., Yohei, M., Jürgen, R., André, S.: Toward a human-like biped robot with compliant legs. Robot. Auton. Syst. 57, 139–144 (2009)CrossRef Fumiya, L., Yohei, M., Jürgen, R., André, S.: Toward a human-like biped robot with compliant legs. Robot. Auton. Syst. 57, 139–144 (2009)CrossRef
6.
Zurück zum Zitat Muro-de-la-Herran, A., et al.: Gait analysis methods: an overview of wearable and non-wearable systems highlighting clinical applications. Sensors 14, 3362–3394 (2014)CrossRef Muro-de-la-Herran, A., et al.: Gait analysis methods: an overview of wearable and non-wearable systems highlighting clinical applications. Sensors 14, 3362–3394 (2014)CrossRef
7.
Zurück zum Zitat Shull, P.B., Jirattigalachote, W., Hunt, M.A., Cutkosky, M.R., et al.: Quantified self and human movement: a review on the clinical impact of wearable sensing and feedback for gait analysis and intervention. Gait Posture 40, 11–19 (2014)CrossRef Shull, P.B., Jirattigalachote, W., Hunt, M.A., Cutkosky, M.R., et al.: Quantified self and human movement: a review on the clinical impact of wearable sensing and feedback for gait analysis and intervention. Gait Posture 40, 11–19 (2014)CrossRef
8.
Zurück zum Zitat Tao, W., et al.: Gait analysis using wearable sensors. Sensors 12, 2255–2283 (2012)CrossRef Tao, W., et al.: Gait analysis using wearable sensors. Sensors 12, 2255–2283 (2012)CrossRef
9.
Zurück zum Zitat Abdul, R.A.H., Zayegh, A., Begg, R.K., Wahab, Y.: Foot plantar pressure measurement system a review. Sensors 12, 9884–9912 (2012)CrossRef Abdul, R.A.H., Zayegh, A., Begg, R.K., Wahab, Y.: Foot plantar pressure measurement system a review. Sensors 12, 9884–9912 (2012)CrossRef
10.
Zurück zum Zitat Tarnita, D., Marghitu, D.: Analysis of a hand arm system. Robot. Comp. Integr. Manuf. 29(6), 493–501 (2013)CrossRef Tarnita, D., Marghitu, D.: Analysis of a hand arm system. Robot. Comp. Integr. Manuf. 29(6), 493–501 (2013)CrossRef
11.
Zurück zum Zitat Tarnita, D., Catana, M., Tarnita, D.N.: Nonlinear analysis of normal human gait for different activities with application to bipedal locomotion. Ro. J. Tech. Sci. Appl. Mech. 58(1–2), 177–192 (2013) Tarnita, D., Catana, M., Tarnita, D.N.: Nonlinear analysis of normal human gait for different activities with application to bipedal locomotion. Ro. J. Tech. Sci. Appl. Mech. 58(1–2), 177–192 (2013)
12.
Zurück zum Zitat Mohamed, A.A., Baba, J., Beyea, J., Landry, J., Sexton, A., McGibbon, C.A.: Comparison of strain-gage and fiber-optic goniometry for measuring knee kinematics during activities of daily living and exercise. J. Biomech. Eng. 134, 084502 (2012)CrossRef Mohamed, A.A., Baba, J., Beyea, J., Landry, J., Sexton, A., McGibbon, C.A.: Comparison of strain-gage and fiber-optic goniometry for measuring knee kinematics during activities of daily living and exercise. J. Biomech. Eng. 134, 084502 (2012)CrossRef
13.
Zurück zum Zitat Van der Linden, M.L., Rowe, P.J., Nutton, R.W.: Between-day repeatability of knee kinematics during functional tasks recorded using flexible electrogoniometry. Gait Posture 28, 292–296 (2008)CrossRef Van der Linden, M.L., Rowe, P.J., Nutton, R.W.: Between-day repeatability of knee kinematics during functional tasks recorded using flexible electrogoniometry. Gait Posture 28, 292–296 (2008)CrossRef
14.
Zurück zum Zitat Tarnita, D., Catana, M., et al.: Experimental measurement of flexion-extension movement in normal and osteoarthritic human knee. Rom. J. Morphol. Embryol. 54(2), 309–313 (2013) Tarnita, D., Catana, M., et al.: Experimental measurement of flexion-extension movement in normal and osteoarthritic human knee. Rom. J. Morphol. Embryol. 54(2), 309–313 (2013)
15.
Zurück zum Zitat Tarnita, D.: Wearable sensors used for human gait analysis. Rom. J. Morphol. Embryol. 57(2), 373–382 (2016) Tarnita, D.: Wearable sensors used for human gait analysis. Rom. J. Morphol. Embryol. 57(2), 373–382 (2016)
16.
Zurück zum Zitat Sutherland, D.H.: The evolution of clinical gait analysis Part III—kinetics and energy assessment. Gait Posture 21, 447–461 (2005)CrossRef Sutherland, D.H.: The evolution of clinical gait analysis Part III—kinetics and energy assessment. Gait Posture 21, 447–461 (2005)CrossRef
17.
Zurück zum Zitat Leusmann, P., Mollering, C., Klack, L., et al.: Your floor knows where you are: sensing and acquisition of movement data. In: Proceedings of 2011 12th IEEE International Conference on Mobile Data Management (MDM), Luleå, Sweden, pp. 61–66 (2011) Leusmann, P., Mollering, C., Klack, L., et al.: Your floor knows where you are: sensing and acquisition of movement data. In: Proceedings of 2011 12th IEEE International Conference on Mobile Data Management (MDM), Luleå, Sweden, pp. 61–66 (2011)
18.
Zurück zum Zitat Lincoln, L. S., et al.: An elastomeric insole for 3-axis ground reaction force measurement. In: Proceedings of 2012 4th IEEE RAS EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob), Rome, Italy, pp. 1512–1517 (2012) Lincoln, L. S., et al.: An elastomeric insole for 3-axis ground reaction force measurement. In: Proceedings of 2012 4th IEEE RAS EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob), Rome, Italy, pp. 1512–1517 (2012)
20.
Zurück zum Zitat Moriguchi, C.S., Sato, T.O., Gil Coury, H.J.C.: Ankle movements during normal gait evaluated by flexible electrogoniometer. Rev. bras. Fisioter. 11(3) (2007) Moriguchi, C.S., Sato, T.O., Gil Coury, H.J.C.: Ankle movements during normal gait evaluated by flexible electrogoniometer. Rev. bras. Fisioter. 11(3) (2007)
21.
Zurück zum Zitat Hirakawa, Y., Hara, M., Fujiwara, A., Hanada, H., Morioka, S.: The relationship among psychological factors, neglect-like symptoms and postoperative pain after total knee arthroplasty. Pain Res. Manag. 19(5), 251–256 (2014)CrossRef Hirakawa, Y., Hara, M., Fujiwara, A., Hanada, H., Morioka, S.: The relationship among psychological factors, neglect-like symptoms and postoperative pain after total knee arthroplasty. Pain Res. Manag. 19(5), 251–256 (2014)CrossRef
22.
Zurück zum Zitat Alexandru, C.: Software platform for analyzing and optimizing the mechanical systems. In: Proceedings of the 10th IFToMM International Symposium on Science of Mechanisms and Machines—SYROM, 665–677 (2009) Alexandru, C.: Software platform for analyzing and optimizing the mechanical systems. In: Proceedings of the 10th IFToMM International Symposium on Science of Mechanisms and Machines—SYROM, 665–677 (2009)
23.
Zurück zum Zitat Alexandru, C.: Optimal design of the mechanical systems using parametric technique & MBS (Multi-Body Systems) software. Adv. Mater. Res. 463–464, 1129–1132 (2012)CrossRef Alexandru, C.: Optimal design of the mechanical systems using parametric technique & MBS (Multi-Body Systems) software. Adv. Mater. Res. 463–464, 1129–1132 (2012)CrossRef
24.
Zurück zum Zitat Wojtyra, M.: Dynamical analysis of human walking. 15th European ADAMS Users, Conference Technical Papers, Rome, Italy (2000) Wojtyra, M.: Dynamical analysis of human walking. 15th European ADAMS Users, Conference Technical Papers, Rome, Italy (2000)
25.
Zurück zum Zitat Lu, T.W., Chang, C.F.: Biomechanics of human movement and its clinical applications. Kaohsiung J. Med. Sci. 28, 13–25 (2012)CrossRef Lu, T.W., Chang, C.F.: Biomechanics of human movement and its clinical applications. Kaohsiung J. Med. Sci. 28, 13–25 (2012)CrossRef
26.
Zurück zum Zitat Kecskemethy, A.: Integrating efficient kinematics in biomechanics of human motions. Procedia IUTAM 2, 86–92 (2011)CrossRef Kecskemethy, A.: Integrating efficient kinematics in biomechanics of human motions. Procedia IUTAM 2, 86–92 (2011)CrossRef
27.
Zurück zum Zitat Chowdhury, S., Kumar, N.: Estimation of forces and moments of lower limb joints from kinematics data and inertial properties of the body by using inverse dynamics technique. J. Rehabil. Robot. 1, 93–98 (2013) Chowdhury, S., Kumar, N.: Estimation of forces and moments of lower limb joints from kinematics data and inertial properties of the body by using inverse dynamics technique. J. Rehabil. Robot. 1, 93–98 (2013)
28.
29.
Zurück zum Zitat Stansfield, B.W., Hillman, S.J., et al.: Regression analysis of gait parameters with speed in normal children walking at self-selected speeds. Gait Posture 23, 288–294 (2006)CrossRef Stansfield, B.W., Hillman, S.J., et al.: Regression analysis of gait parameters with speed in normal children walking at self-selected speeds. Gait Posture 23, 288–294 (2006)CrossRef
30.
Zurück zum Zitat Fregly, B. J., Reinbolt, J. A., et al.: Design of Patient-specific gait modifications for knee osteoarthritis rehabilitation. IEEE Trans. Biomed. Eng. 54 (9) (2007) Fregly, B. J., Reinbolt, J. A., et al.: Design of Patient-specific gait modifications for knee osteoarthritis rehabilitation. IEEE Trans. Biomed. Eng. 54 (9) (2007)
31.
Zurück zum Zitat Calafeteanu, D., Tarnita, D., et al.: Influences of varus tilt on the stresses in human prosthetic knee joint. Appl. Mech. Mater. 823, 143–148 (2016)CrossRef Calafeteanu, D., Tarnita, D., et al.: Influences of varus tilt on the stresses in human prosthetic knee joint. Appl. Mech. Mater. 823, 143–148 (2016)CrossRef
32.
Zurück zum Zitat Tarnita, D., Catana, M., Dumitru, N., Tarnita, D.N.: Design and simulation of an orthotic device for patients with osteoarthritis, In: New Trends in Medical and Service Robots, Mechanisms and Machine Science, vol. 38, pp. 61–77, Springer Publishing House (2016) Tarnita, D., Catana, M., Dumitru, N., Tarnita, D.N.: Design and simulation of an orthotic device for patients with osteoarthritis, In: New Trends in Medical and Service Robots, Mechanisms and Machine Science, vol. 38, pp. 61–77, Springer Publishing House (2016)
33.
Zurück zum Zitat Catana, M.: Tarnita, D., Tarnita, D.N.: Modeling, simulation and optimization of a human knee orthotic device. Appl. Mech. Mater. 371, 549–553 (2013)CrossRef Catana, M.: Tarnita, D., Tarnita, D.N.: Modeling, simulation and optimization of a human knee orthotic device. Appl. Mech. Mater. 371, 549–553 (2013)CrossRef
34.
Zurück zum Zitat Bolcu, D., Stanescu, M.M., et al.: Study about the nonuniformity from composite materials reinforced with fiber glass fabric. Mater. Plast. 51(1), 97–100 (2014) Bolcu, D., Stanescu, M.M., et al.: Study about the nonuniformity from composite materials reinforced with fiber glass fabric. Mater. Plast. 51(1), 97–100 (2014)
35.
Zurück zum Zitat Stănescu, M.M., Bolcu, D., et al.: Determination of damping factor, to vibrations of composite bars, reinforced with carbon and kevlar texture. Mater. Plast. 47(4), 492–496 (2010) Stănescu, M.M., Bolcu, D., et al.: Determination of damping factor, to vibrations of composite bars, reinforced with carbon and kevlar texture. Mater. Plast. 47(4), 492–496 (2010)
36.
Zurück zum Zitat Tarnita, D., Tarnita, D.N., et al.: Numerical simulations of human tibia osteosynthesis using modular plates based on Nitinol staples. Rom. J. Morphol embryol 51(1), 145–150 (2010) Tarnita, D., Tarnita, D.N., et al.: Numerical simulations of human tibia osteosynthesis using modular plates based on Nitinol staples. Rom. J. Morphol embryol 51(1), 145–150 (2010)
37.
Zurück zum Zitat Tarnita, D., Catana, M., Tarnita, D.N.: Contributions on the modeling and simulation of the human knee joint with applications to the robotic structures, In: New Trends on Medical and Service Robotics, Mechanisms and Machine Science vol. 20, pp. 283–297, Springer (2014) Tarnita, D., Catana, M., Tarnita, D.N.: Contributions on the modeling and simulation of the human knee joint with applications to the robotic structures, In: New Trends on Medical and Service Robotics, Mechanisms and Machine Science vol. 20, pp. 283–297, Springer (2014)
38.
Zurück zum Zitat Pisla, D., et al.: Kinematics and workspace modeling of a new hybrid robot used in minimally invasive surgery. Robot. Comp. Integr. Manuf. 29(2), 463–474 (2013)CrossRef Pisla, D., et al.: Kinematics and workspace modeling of a new hybrid robot used in minimally invasive surgery. Robot. Comp. Integr. Manuf. 29(2), 463–474 (2013)CrossRef
39.
Zurück zum Zitat Vaida, C., et al.: Orientation module for surgical instruments-a systematical approach. Meccanica 48(1), 145–158 (2013)CrossRefMATH Vaida, C., et al.: Orientation module for surgical instruments-a systematical approach. Meccanica 48(1), 145–158 (2013)CrossRefMATH
Metadaten
Titel
Numerical Simulations and Experimental Human Gait Analysis Using Wearable Sensors
verfasst von
D. Tarnita
I. Geonea
A. Petcu
D. N. Tarnita
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-59972-4_21

Neuer Inhalt