Skip to main content
Top

2016 | OriginalPaper | Chapter

An fMRI-Compatible System for 3DOF Motion Tracking of Objects in Haptic Motor Control Studies

Authors : M. Rodríguez, A. Sylaidi, A. A. Faisal

Published in: Advances in Neurotechnology, Electronics and Informatics

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Fusing naturalistic motor psychophysics with neuroimaging remains a key challenge in neuroscience, given that the former requires advanced motion tracking and the latter commonly entails certain technical compatibility constrains. Here we designed and developed fMOVE, a novel 3DOF fMRI-compatible motion tracking system to support realistic object manipulation (haptic) tasks during a neuroimaging session. fMOVE constitutes an ultra-low-cost technology, based on a standardized zoom-lens camera and ARToolkit, a software library for augmented reality applications. Motion tracking occurs with a 120 Hz frequency, that lies within the range of established fMRI-incompatible motion tracking methods. It captures the real-time movement of a marked hand-held object and provides online feedback of motor performance to subjects, thereby enabling closed-loop motor control and learning experiments. Tracking accuracy was tested against the performance levels of a commercial electromagnetic motion tracker. fMOVE thus constitutes a promising methodological platform to pursue the real-time, closed-loop study of motor behavior in real-world tasks and decipher its underlying neural mechanisms.

Dont have a licence yet? Then find out more about our products and how to get one now:

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!

Literature
2.
go back to reference Faisal, A.A., Wolpert, D.M.: Near optimal combination of sensory and motor uncertainty in time during a naturalistic perception-action task. J. Neurophysiol. 101(4), 1901–1912 (2009)CrossRef Faisal, A.A., Wolpert, D.M.: Near optimal combination of sensory and motor uncertainty in time during a naturalistic perception-action task. J. Neurophysiol. 101(4), 1901–1912 (2009)CrossRef
3.
go back to reference Friston, K.: The free-energy principle: a unified brain theory? Nat. Rev. Neurosci. 11(2), 127–138 (2010)CrossRef Friston, K.: The free-energy principle: a unified brain theory? Nat. Rev. Neurosci. 11(2), 127–138 (2010)CrossRef
5.
go back to reference Hecht, E.E., Gutman, D.A., Khreisheh, N., Taylor, S.V., Kilner, J., Faisal, A.A., Bradley, B.A., Chaminade, T., Stoud, D.: Acquisition of paleolithic toolmaking abilities involves structural remodeling to inferior frontoparietal regions. Brain. Struct. Funct., 1–17 (2014) Hecht, E.E., Gutman, D.A., Khreisheh, N., Taylor, S.V., Kilner, J., Faisal, A.A., Bradley, B.A., Chaminade, T., Stoud, D.: Acquisition of paleolithic toolmaking abilities involves structural remodeling to inferior frontoparietal regions. Brain. Struct. Funct., 1–17 (2014)
6.
go back to reference Kato, H., Billinghurst, M.: Marker tracking and HMD calibration for a video-based augmented reality conferencing system. In: Proceedings. 2nd IEEE and ACM International Workshop on Augmented Reality. (IWAR’99) , pp. 85–94. (1999) Kato, H., Billinghurst, M.: Marker tracking and HMD calibration for a video-based augmented reality conferencing system. In: Proceedings. 2nd IEEE and ACM International Workshop on Augmented Reality. (IWAR’99) , pp. 85–94. (1999)
7.
go back to reference Lorenz, R., Monti, R., Violante, R., Anagnostopoulos, C., Faisal, A., Montana, G., Leech, R.: Bioarxiv (2015) Lorenz, R., Monti, R., Violante, R., Anagnostopoulos, C., Faisal, A., Montana, G., Leech, R.: Bioarxiv (2015)
8.
go back to reference Rodriguez, M., Sylaidi, A., Faisal, A.A.: Developing a novel fMRI-compatible motion tracking system for haptic motor control experiments. Neurotechnix 2014, 25–30 (2014) Rodriguez, M., Sylaidi, A., Faisal, A.A.: Developing a novel fMRI-compatible motion tracking system for haptic motor control experiments. Neurotechnix 2014, 25–30 (2014)
9.
go back to reference Shadmehr, R., Moussavi, Z.M.: Spatial generalization from learning dynamics of reaching movements. J Neurosci .: J. Soc. Neurosci. 20, 7807–7815 (2000) Shadmehr, R., Moussavi, Z.M.: Spatial generalization from learning dynamics of reaching movements. J Neurosci .: J. Soc. Neurosci. 20, 7807–7815 (2000)
10.
go back to reference Shadmehr, R., Mussa-Ivaldi, F. A.: Adaptive representation of dynamics during learning of a motor task. J Neurosci .: J. Soc. Neurosci. 14, 3208–3224 (1994) Shadmehr, R., Mussa-Ivaldi, F. A.: Adaptive representation of dynamics during learning of a motor task. J Neurosci .: J. Soc. Neurosci. 14, 3208–3224 (1994)
12.
13.
14.
go back to reference Wolpert, D.M., Flanagan, J.R.: Motor learning. Curr. Biol., 467–472 (2010) Wolpert, D.M., Flanagan, J.R.: Motor learning. Curr. Biol., 467–472 (2010)
15.
go back to reference Wolpert, D.M., Diedrichsen, J., Flanagan, J.R.: Principles of sensorimotor learning. Nat. Rev. Neurosci. 12(12), 739–751 (2011). doi:10.1038/nrn3112 Wolpert, D.M., Diedrichsen, J., Flanagan, J.R.: Principles of sensorimotor learning. Nat. Rev. Neurosci. 12(12), 739–751 (2011). doi:10.​1038/​nrn3112
Metadata
Title
An fMRI-Compatible System for 3DOF Motion Tracking of Objects in Haptic Motor Control Studies
Authors
M. Rodríguez
A. Sylaidi
A. A. Faisal
Copyright Year
2016
DOI
https://doi.org/10.1007/978-3-319-26242-0_8