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Classifying Human Hand Use and the Activities of Daily Living

  • Aaron M. Dollar
Chapter
Part of the Springer Tracts in Advanced Robotics book series (STAR, volume 95)

Abstract

Humans use their hands for a large variety of tasks during daily life. In this chapter, a discussion of human hand use is presented, including classification schemes for grasping and manipulation behaviors. First, a simple classification of the Activities of Daily Living (ADLs) is presented, providing some structure to a terminology that is typically used in an ad hoc manner. Next, an overview of work related to classifications and taxonomies of static grasp types is presented, followed by a study investigating the frequency of use of various grasp types by a housekeeper and machinist. Finally, a taxonomy classifying hand-based manipulation is presented, providing a hand-centric and motion-centric categorization of hand use. These descriptions and classifications of hand use should prove useful to researchers interested in robotic manipulation, prosthetics, rehabilitation, and biomechanics.

Keywords

Grasping Manipulation Activities of daily living Robotics Taxonomy 

Notes

Acknowledgments

The author would like to thank Ian Bullock, Josh Zheng, Sara De La Rosa, and Kayla Matheus for their work on the studies presented in this paper, Lael Odhner, Raymond Ma, and Leif Jentoft for their helpful discussions related to the manipulation taxonomy, and to Kayla Matheus for helping to create the hand drawings used in the figures.

References

  1. 1.
    J. Napier, The prehensile movements of the human hand. J. Bone Joint Surg. 38B(4), 902–913 (1956)Google Scholar
  2. 2.
    G. Schlesinger, in Der Mechanische Aufbau der Kunstlichen Glieder, ed. by M. Borchardt et al. Ersatzglieder und Arbeitshilfen (Springer, Berlin, 1919)Google Scholar
  3. 3.
    L.M.K. Boelter, A.D. Keller, C.L. Taylor, V. Zahm, Studies to Determine Functional Requirements for Hand and Arm Prosthesis (Department of Engineering, UCLA, California, 1947)Google Scholar
  4. 4.
    C.L. Mackenzie, T. Iberall, The Grasping Hand (Elsevier/North-Holland, Amsterdam, 1994)Google Scholar
  5. 5.
    Staff of the Benjamin Rose Hospital, Multidisciplinary studies of illness in aged persons: II. a new classification of functional status in activities of daily living. J. Chronic Dis. 9, 55–62 (1959)Google Scholar
  6. 6.
    S. Katz, A.B. Ford, R.W. Moskowitz, B.A. Jackson, M.W. Jaffe, Studies of illness in the aged: the index of ADL: a standardized measure of biological and psychosocial function. J. Am. Med. Assoc. 185(12), 914–919 (1963)CrossRefGoogle Scholar
  7. 7.
    K. Matheus, A.M. Dollar, Benchmarking grasping and manipulation: properties of the objects of daily living, in Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2010), 2010Google Scholar
  8. 8.
    J.Z. Zheng, S. De La Rosa, A.M. Dollar, An investigation of grasp type and frequency in daily household and machine shop tasks, in Proceedings of the 2011 IEEE International Conference on Robotics and Automation (ICRA), Shanghai, China, May 9–13, 2011Google Scholar
  9. 9.
    I.M. Bullock, A.M. Dollar, Classifying human manipulation behavior, in Proceedings of the 2011 IEEE International Conference on Rehabilitation Robotics (ICORR), Zurich, Switzerland, June 29–July 1, 2011Google Scholar
  10. 10.
    M.F. Lowenthal, Lives in Distress (Basic Books, New York, 1964)Google Scholar
  11. 11.
    M.P. Lawton, E.M. Brody, Assessment of older people: self-maintaining and instrumental activities of daily living. Gerontologist 9(3), 179–186 (1969)CrossRefGoogle Scholar
  12. 12.
    S. Katz, Assessing self-maintenance: activities of daily living, mobility, and instrumental activities of daily living. J. Am. Geriatr. Soc. 31(12), 721–727 (1983)Google Scholar
  13. 13.
    W.D. Spector, S. Katz, J.B. Murphy, J.P. Fulton, The hierarchical relationship between activities of daily living and instrumental activities of daily living. J. Chronic Dis. 40(6), 481–489 (1987)CrossRefGoogle Scholar
  14. 14.
    D. Galasko et al., An inventory to assess activities of daily living for clinical trials in Alzheimer’s disease. Alzheimer Dis. Assoc. Disord. 11(supplement 2), S33–S39 (1997)CrossRefGoogle Scholar
  15. 15.
    A. Saxena, J. Driemeyer, A.Y. Ng, Robotic grasping of novel objects using vision. Int. J. Robot. Res. 27(2), 157–173 (2008)CrossRefGoogle Scholar
  16. 16.
    S. Srinivasa, D. Ferguson, M. Weghe, R. Diankov, D. Berenson, C. Helfrich, H. Strasdat, The Robotic busboy: steps towards developing a mobile robotic home assistant, in International Conference on Intelligent Autonomous Systems, 2008Google Scholar
  17. 17.
    H. Nguyen, A. Jain, C. Anderson, C.C. Kemp, A clickable world: behavior selection through pointing and context for mobile manipulation, in Proceedings of IEEE/RJS International Conference on Intelligent Robots and Systems (IROS), 2008Google Scholar
  18. 18.
    H.A. Yanco, Integrating Robotic research: a survey of robotic wheelchair development, in AAAI Spring Symposium on Integrating Robotic Research, Stanford University, California, 1998Google Scholar
  19. 19.
    R. M. Alqasemi, E. McCaffrey, K. Edwards, R. Dubey, Analysis, evaluation and development of wheelchair-mounted robotics arms, in Proceedings of IEEE International Conference on Rehabilitation Robotics, 2005, pp. 469–472Google Scholar
  20. 20.
    C. Urmson et al., Autonomous driving in urban environments: boss and the DARPA urban challenge. J. Field Robot. 25(8), 425–466 (2008)Google Scholar
  21. 21.
    M.A. Peshkin, J E. Colgate, W. Wannasuphoprasit, C.A. Moore, B. Gillespie, P. Akella, Cobot architecture. IEEE Trans. Robot. Autom. 17, 377–390 (2001)Google Scholar
  22. 22.
    D. Shin, I. Sardellitti, O. Khatib, A hybrid actuation approach for human-friendly Robot design, in Proceedings of the IEEE International Conference on Robotics and Automation, Pasadena, CA, 2008Google Scholar
  23. 23.
    A.M. Dollar, H. Herr, Lower extremity exoskeletons and active orthoses: challenges and state of the art. IEEE Trans. Robot. Spec. Issue Biorobot. 24(1), 144–158 (2008)CrossRefGoogle Scholar
  24. 24.
    S.K. Au, M. Berniker, H. Herr, Powered ankle-foot prosthesis to assist level-ground and stair-descent gaits. Neural Netw. 21, 654–666 (2008)CrossRefGoogle Scholar
  25. 25.
    M.R. Cutkosky, On grasp choice, grasp models, and the design of hands for manufacturing tasks. IEEE Trans. Robot. Autom. 5(3), 269–279 (1989)CrossRefMathSciNetGoogle Scholar
  26. 26.
    T. Feix, Anthropomorphic hand optimization based on a latent space analysis, PhD Dissertation, Vienna University of Technology, 2011Google Scholar
  27. 27.
    J.M. Elliott, K. Connolly, A classification of manipulative hand movements. Dev. Med. Child Neurol. 26, 283–296 (1984)CrossRefGoogle Scholar
  28. 28.
    C.E. Exner, In-hand manipulation skills, in Development of Hand Skills in the Child, ed. by American Occupational Therapy Association (American Occupational Therapy Association, Rockville, 1992), pp. 35–45Google Scholar
  29. 29.
    J.H. Carr, R.B. Shepherd, J. Gordon, A.M. Gentile, J.M. Held, Movement Science: Foundations for Physical Therapy in Rehabilitation (Aspen Publishers, Inc., Rockville, 1987)Google Scholar
  30. 30.
    A. Bloomfield, Y. Deng, J. Wampler, P. Rondot, D. Harth, M. McManus, N. Badler, A taxonomy and comparison of haptic actions for disassembly tasks, in Proceedings of the IEEE Virtual Reality Conference, 2003, pp. 225–231Google Scholar
  31. 31.
    G. Morris, L. Haynes, Robotic assembly by constraints, in Proceedings of IEEE International Conference on Robotics and Automation, 1987, pp. 1507–1515Google Scholar
  32. 32.
    J.D. Morrow, P.K. Khosla, Manipulation task primitives for composing robot skills, in Proceedings of International Conference on Robotics and Automation, 1997, pp. 3354–3359Google Scholar

Copyright information

© Springer International Publishing Switzerland 2014

Authors and Affiliations

  1. 1.Department of Mechanical Engineering and Materials ScienceYale UniversityNew HavenUSA

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