Skip to main content
Log in

Experimental and theoretical analysis of human arm trajectories in 3D movements

  • Original Article
  • Published:
Artificial Life and Robotics Aims and scope Submit manuscript

Abstract

In this study, experiments of three-dimensional (3D) arm movements have been conducted, and the positions of marks provided on a shoulder, an elbow, and a hand are observed. In addition to the investigation of such trajectories in a 3D space, these trajectories are projected to a sagittal, a frontal, and a transverse planes. Then, specific features in these planes are investigated, and detailed properties of human arm trajectories have been uncovered. Next, kinematical features of a human arm during a movement have been analyzed on the basis of behavior of joint angles. Here, a kinematical arm model with joint redundancy is defined, and the kinematics of the model is reconstructed from the measured trajectories. Subsequently, the trajectories of all joint angles during a movement are obtained using the inverse kinematics, and their properties are analyzed in detail. The result shows that the angular trajectories are remarkably similar to those which are produced under the minimum angular jerk criterion.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

References

  1. Kashima T, Iwaseya M (2011) Trajectory control of biomimetic robots for demonstrating human arm movements. J. Artif Life Robot 16(3):338–342

    Article  Google Scholar 

  2. Flash T, Hogan N (1985) The coordination of arm movements: an experimentally confirmed mathematical model. J Neurosci 5:1688–1703

    Google Scholar 

  3. Hollerbach J (1990) Planning of arm movements. In: Osherson D, Kosslyn S, Hollerback J (eds) Visual cognition and action, vol 2. MIT Press, pp 183–211

  4. Uno Y, Kawato M, Suzuki R (1989) Formation and control of optimal trajectory in human multi-joint arm movement. Biol Cybern 61:89–101

    Article  Google Scholar 

  5. Alexander R (1997) A minimum energy cost hypothesis for human arm trajectories. Biol Cybern 76:97–105

    Article  MATH  Google Scholar 

  6. Admiraal M, Kusters M, Gielen (2004) Modeling kinematics and dynamics of human arm movements. Mot Control 8:312–338

    Google Scholar 

  7. Andel C, Wolterbeek N, Doorenbosch C, Veeger D, Harlaar J (2008) Complete 3D kinematics of upper extremity functional tasks. Gait Posture 27(1):120–127

    Article  Google Scholar 

  8. Pollick F, Maoz U, Handzel A, Giblin P, Sapiro G, Flash T (2009) Three-dimensional arm movements at constant equi-affine speed”. Cortex 45(3):325–339

    Article  Google Scholar 

  9. Amasay T, Karduna A (2009) Scapular kinematics in constrained and functional upper extremity movements. J. Orthop Sports Phy Ther 39(8):618–627

    Article  Google Scholar 

  10. Biryukova E, Roby-Brami A, Frolov A, Mokhtari M (2000) Kinematics of human arm reconstructed from spatial tracking system recordings. J. Biomech 33(8):985–995

    Article  Google Scholar 

  11. Sugawara K and Kashima T, Satoh H (2014) Measurement and analysis of human arm trajectories in 3D movements (in Japanese). In: Proceedings of the 46th SICE Hokkaido branch con., pp 71–74

  12. Soechting J, Buneo C, Herrrmann U, Flanders M (1995) Moving effortlessly in three dimensions: does Donfers’ law apply to arm movement? J Neurosci 15(9):6271–6280

    Google Scholar 

  13. Biess A, Liebermann D, Flash T (2007) A computational model for redundant human three-dimensional pointing movements: integration of independent spatial and temporal motor plans simplifies movement dynamics. J Neurosci 27(48):13045–13064

    Article  Google Scholar 

  14. Yussof H, Yamano M, Nasu Y, Ohka M (2006), Design of a 21-DOF Humanoid Robot to Attain Flexibility in Human-Like Motion. In: Proceedings of the 15th IEEE Inter. Sympo. on Robot and Human Inter. Com., vol 202, p 207

  15. Asada H, Slotine J (1986), Robot analysis and control. John Wiley and Sons, pp 31–34

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Tadashi Kashima.

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Kashima, T., Sugawara, K. Experimental and theoretical analysis of human arm trajectories in 3D movements. Artif Life Robotics 20, 203–209 (2015). https://doi.org/10.1007/s10015-015-0217-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10015-015-0217-x

Keywords

Navigation