Coordination of multi-digit positions and forces during unconstrained grasping in response to object perturbations

Abdeldjallil Naceri, Alessandro Moscatelli, Marco Santello, Marc O. Ernst

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Abstract

When humans grasp and manipulate objects there are many choices to make, such as where to place the digits or how much force each digit should apply. This problem is highly unconstrained as infinitely many different combinations of finger positions and force distributions lead to stable grasps. This is due to the many redundancies at different levels of the sensorimotor system. In this paper, we investigate the strategy used by humans in distributing finger positions and forces while a hand-held object was perturbed by force and torque in a predictable or unpredictable fashion. Our results revealed that there was a substantial systematic variability among participants' initial placement of the digits on the object. However, within participants' digit placement was rather stereotypical. Moreover, the normal forces applied by the digits co-varied with their initial horizontal and vertical placements. Importantly, we recorded an effect of the horizontal and vertical shift between the thumb and the virtual finger positions on the grip force. Principal component analysis revealed that more than 95% of the digit force variance was accounted by the first two components. Finally, participants learned to compensate the external torque within the first perturbations within each trial during the holding phase. We propose that digit forces were modulated online based on self-chosen digit locations during the holding phase in order to successfully compensate sudden external torques.

Original languageEnglish (US)
Title of host publicationIEEE Haptics Symposium, HAPTICS
PublisherIEEE Computer Society
Pages35-40
Number of pages6
ISBN (Print)9781479931316
DOIs
StatePublished - 2014
Event2014 IEEE Haptics Symposium, HAPTICS 2014 - Houston, TX, United States
Duration: Feb 23 2014Feb 26 2014

Other

Other2014 IEEE Haptics Symposium, HAPTICS 2014
CountryUnited States
CityHouston, TX
Period2/23/142/26/14

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Torque
Principal component analysis
Redundancy

Keywords

  • HCI design and evaluation methods
  • Human-centered computing [Human computer interaction (HCI)]

ASJC Scopus subject areas

  • Artificial Intelligence
  • Human-Computer Interaction

Cite this

Naceri, A., Moscatelli, A., Santello, M., & Ernst, M. O. (2014). Coordination of multi-digit positions and forces during unconstrained grasping in response to object perturbations. In IEEE Haptics Symposium, HAPTICS (pp. 35-40). [6775430] IEEE Computer Society. https://doi.org/10.1109/HAPTICS.2014.6775430

Coordination of multi-digit positions and forces during unconstrained grasping in response to object perturbations. / Naceri, Abdeldjallil; Moscatelli, Alessandro; Santello, Marco; Ernst, Marc O.

IEEE Haptics Symposium, HAPTICS. IEEE Computer Society, 2014. p. 35-40 6775430.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Naceri, A, Moscatelli, A, Santello, M & Ernst, MO 2014, Coordination of multi-digit positions and forces during unconstrained grasping in response to object perturbations. in IEEE Haptics Symposium, HAPTICS., 6775430, IEEE Computer Society, pp. 35-40, 2014 IEEE Haptics Symposium, HAPTICS 2014, Houston, TX, United States, 2/23/14. https://doi.org/10.1109/HAPTICS.2014.6775430
Naceri A, Moscatelli A, Santello M, Ernst MO. Coordination of multi-digit positions and forces during unconstrained grasping in response to object perturbations. In IEEE Haptics Symposium, HAPTICS. IEEE Computer Society. 2014. p. 35-40. 6775430 https://doi.org/10.1109/HAPTICS.2014.6775430
Naceri, Abdeldjallil ; Moscatelli, Alessandro ; Santello, Marco ; Ernst, Marc O. / Coordination of multi-digit positions and forces during unconstrained grasping in response to object perturbations. IEEE Haptics Symposium, HAPTICS. IEEE Computer Society, 2014. pp. 35-40
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