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Published in: Experimental Brain Research 1-2/2012

01-10-2012 | Research Article

Robotic guidance benefits the learning of dynamic, but not of spatial movement characteristics

Authors: Jenna Lüttgen, Herbert Heuer

Published in: Experimental Brain Research | Issue 1-2/2012

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Abstract

Robotic guidance is an engineered form of haptic-guidance training and intended to enhance motor learning in rehabilitation, surgery, and sports. However, its benefits (and pitfalls) are still debated. Here, we investigate the effects of different presentation modes on the reproduction of a spatiotemporal movement pattern. In three different groups of participants, the movement was demonstrated in three different modalities, namely visual, haptic, and visuo-haptic. After demonstration, participants had to reproduce the movement in two alternating recall conditions: haptic and visuo-haptic. Performance of the three groups during recall was compared with regard to spatial and dynamic movement characteristics. After haptic presentation, participants showed superior dynamic accuracy, whereas after visual presentation, participants performed better with regard to spatial accuracy. Added visual feedback during recall always led to enhanced performance, independent of the movement characteristic and the presentation modality. These findings substantiate the different benefits of different presentation modes for different movement characteristics. In particular, robotic guidance is beneficial for the learning of dynamic, but not of spatial movement characteristics.
Literature
go back to reference Armstrong TR (1970) Feedback and perceptual-motor skill learning: a review of information feedback and manual guidance training techniques. Tech Rep No. 25, Ann Arbor, University of Michigan, Department of Psychology Armstrong TR (1970) Feedback and perceptual-motor skill learning: a review of information feedback and manual guidance training techniques. Tech Rep No. 25, Ann Arbor, University of Michigan, Department of Psychology
go back to reference Bluteau J, Coquillart S, Payan Y, Gentaz E (2008) Haptic guidance improves the visuo-manual tracking of trajectories. PLoS One 3:e1775PubMedCrossRef Bluteau J, Coquillart S, Payan Y, Gentaz E (2008) Haptic guidance improves the visuo-manual tracking of trajectories. PLoS One 3:e1775PubMedCrossRef
go back to reference Feygin D, Keehner M, Tendick F (2002) Haptic guidance: experimental evaluation of haptic training method for a perceptual motor skill. In: Proceedings of the 10th international symposium haptic interfaces environment and teleoperator systems (haptics 2002), pp 40–47 Feygin D, Keehner M, Tendick F (2002) Haptic guidance: experimental evaluation of haptic training method for a perceptual motor skill. In: Proceedings of the 10th international symposium haptic interfaces environment and teleoperator systems (haptics 2002), pp 40–47
go back to reference Georgopoulos AP (2002) Cognitive motor control: spatial and temporal aspects. Curr Opin Neurobiol 12:678–683PubMedCrossRef Georgopoulos AP (2002) Cognitive motor control: spatial and temporal aspects. Curr Opin Neurobiol 12:678–683PubMedCrossRef
go back to reference Gillespie RB, O’Modhrain MS, Zaretzky D, Pham C (1998) The virtual teacher. ASME Int Mech Eng Conf Expo Gillespie RB, O’Modhrain MS, Zaretzky D, Pham C (1998) The virtual teacher. ASME Int Mech Eng Conf Expo
go back to reference Grindlay G (2008) Haptic guidance benefits musical motor learning. In: Proceedings of the symposium haptic interfaces virtual environ and teleoperator systems, pp 397–404 Grindlay G (2008) Haptic guidance benefits musical motor learning. In: Proceedings of the symposium haptic interfaces virtual environ and teleoperator systems, pp 397–404
go back to reference Henmi K, Yoshikawa T (1998) Virtual lesson and its application to virtual calligraphy system. IEEE Int Conf Robotics Autom 2:1275–1280 Henmi K, Yoshikawa T (1998) Virtual lesson and its application to virtual calligraphy system. IEEE Int Conf Robotics Autom 2:1275–1280
go back to reference Heuer H (1984) On re-scalability of force and time in aiming movements. Psychol Res 46:73–86CrossRef Heuer H (1984) On re-scalability of force and time in aiming movements. Psychol Res 46:73–86CrossRef
go back to reference Holding DH (1970) Learning without errors. In: Smith LE (ed) Psychology of motor learning. Athletic Institute, Chicago, pp 59–74 Holding DH (1970) Learning without errors. In: Smith LE (ed) Psychology of motor learning. Athletic Institute, Chicago, pp 59–74
go back to reference Holding DH, Macrae AW (1964) Guidance, restriction and knowledge of results. Ergonomics 7:289–295CrossRef Holding DH, Macrae AW (1964) Guidance, restriction and knowledge of results. Ergonomics 7:289–295CrossRef
go back to reference Krauth J (1995) Testkonstruktion und Testtheorie. Psychologie Verlags Union, Weinheim Krauth J (1995) Testkonstruktion und Testtheorie. Psychologie Verlags Union, Weinheim
go back to reference Liu J, Cramer SC, Reinkensmeyer DJ (2006) Learning to perform a new movement with robotic assistance: comparison of haptic guidance and visual demonstration. J NeuroEng Rehabil 3:20 Liu J, Cramer SC, Reinkensmeyer DJ (2006) Learning to perform a new movement with robotic assistance: comparison of haptic guidance and visual demonstration. J NeuroEng Rehabil 3:20
go back to reference Mahar D, MacKenzie B, McNicol D (1994) Modality-specific differences in the processing of spatially, temporally, and spatiotemporally distributed information. Percept 23:1369–1386CrossRef Mahar D, MacKenzie B, McNicol D (1994) Modality-specific differences in the processing of spatially, temporally, and spatiotemporally distributed information. Percept 23:1369–1386CrossRef
go back to reference Marchal-Crespo L, Reinkensmeyer DJ (2008a) Haptic guidance can improve motor learning of a steering task. J Motor Behav 40:545–556CrossRef Marchal-Crespo L, Reinkensmeyer DJ (2008a) Haptic guidance can improve motor learning of a steering task. J Motor Behav 40:545–556CrossRef
go back to reference Marchal-Crespo L, Reinkensmeyer DJ (2008b) Effect of robotic guidance on motor learning of a timing task. In: Proceedings of the 2nd biennial IEEE/RAS-EMBS international conference on biomedical robotics and biomechatronics, pp 199–204 Marchal-Crespo L, Reinkensmeyer DJ (2008b) Effect of robotic guidance on motor learning of a timing task. In: Proceedings of the 2nd biennial IEEE/RAS-EMBS international conference on biomedical robotics and biomechatronics, pp 199–204
go back to reference Marchal-Crespo L, Reinkensmeyer DJ (2009) Review of control strategies for robotic movement training after neurologic injury. J NeuroEng Rehabil 6:20 Marchal-Crespo L, Reinkensmeyer DJ (2009) Review of control strategies for robotic movement training after neurologic injury. J NeuroEng Rehabil 6:20
go back to reference Marchal-Crespo L, Furumasu J, Reinkensmeyer DJ (2010) A robotic wheelchair trainer: design overview and a feasibility study. J NeuroEng Rehabil 7:40 Marchal-Crespo L, Furumasu J, Reinkensmeyer DJ (2010) A robotic wheelchair trainer: design overview and a feasibility study. J NeuroEng Rehabil 7:40
go back to reference Milot M-H, Marchal-Crespo L, Green CS, Cramer SC, Reinkensmeyer DJ (2010) Comparison of error-amplification and haptic guidance training techniques for learning of a timing-based motor task by healthy individuals. Exp Brain Res 201:119–131PubMedCrossRef Milot M-H, Marchal-Crespo L, Green CS, Cramer SC, Reinkensmeyer DJ (2010) Comparison of error-amplification and haptic guidance training techniques for learning of a timing-based motor task by healthy individuals. Exp Brain Res 201:119–131PubMedCrossRef
go back to reference Palluel-Germain R, Bara F, Hillairet de Boisferon A, Hennion B, Gouagout P, Gentaz E (2006) Early handwriting acquisition: evaluation of telemaque, a new visuo-haptic interface. In: Proceedings of the euroHaptics, pp 551–554 Palluel-Germain R, Bara F, Hillairet de Boisferon A, Hennion B, Gouagout P, Gentaz E (2006) Early handwriting acquisition: evaluation of telemaque, a new visuo-haptic interface. In: Proceedings of the euroHaptics, pp 551–554
go back to reference Palluel-Germain R, Bara F, Hillairet de Boisferon A, Hennion B, Gouagout P, Gentaz E (2007) A visuo-haptic device – Telemaque – increases kindergarten children’s handwriting acquisition. In: Proceedings of the IEEE world haptics 2007, pp 72–77 Palluel-Germain R, Bara F, Hillairet de Boisferon A, Hennion B, Gouagout P, Gentaz E (2007) A visuo-haptic device – Telemaque – increases kindergarten children’s handwriting acquisition. In: Proceedings of the IEEE world haptics 2007, pp 72–77
go back to reference Poulton EC, Freeman PR (1966) Unwanted asymmetrical transfer effects with balanced experimental designs. Psychol Bull 66:1–8PubMedCrossRef Poulton EC, Freeman PR (1966) Unwanted asymmetrical transfer effects with balanced experimental designs. Psychol Bull 66:1–8PubMedCrossRef
go back to reference Reinkensmeyer DJ, Patton JL (2009) Can robots help the learning of skilled actions? Exercise Sport Sci R 37:43–51CrossRef Reinkensmeyer DJ, Patton JL (2009) Can robots help the learning of skilled actions? Exercise Sport Sci R 37:43–51CrossRef
go back to reference Reinkensmeyer DJ, Emken JK, Cramer SC (2004) Robotics, motor learning, and neurological recovery. Annu Rev Biomed Eng 6:497–525PubMedCrossRef Reinkensmeyer DJ, Emken JK, Cramer SC (2004) Robotics, motor learning, and neurological recovery. Annu Rev Biomed Eng 6:497–525PubMedCrossRef
go back to reference Reinkensmeyer DJ, Galvez JA, Marchal-Crespo L, Wolbrecht ET, Bobrow JE. (2007) Some key problems for robot-assisted movement therapy research: a perspective from the University of California at Irvine. In: Proceedings of the 2007 IEEE international conference on rehabilitation robotics, pp 1009–1025 Reinkensmeyer DJ, Galvez JA, Marchal-Crespo L, Wolbrecht ET, Bobrow JE. (2007) Some key problems for robot-assisted movement therapy research: a perspective from the University of California at Irvine. In: Proceedings of the 2007 IEEE international conference on rehabilitation robotics, pp 1009–1025
go back to reference Schmidt RA, Lee TD (1999) Motor control and learning-a behavioral emphasis, 3rd edn. Human Kinetics, Champaign, pp 316–317 Schmidt RA, Lee TD (1999) Motor control and learning-a behavioral emphasis, 3rd edn. Human Kinetics, Champaign, pp 316–317
go back to reference Shea CH, Wulf G, Park J-H, Gaunt B (2001) Effects of an auditory model on the learning of relative and absolute timing. J Motor Behav 33:127–138CrossRef Shea CH, Wulf G, Park J-H, Gaunt B (2001) Effects of an auditory model on the learning of relative and absolute timing. J Motor Behav 33:127–138CrossRef
go back to reference Solis J, Avizzano CA, Bergamasco M (2002) Teaching to write Japanese characters using a haptic interface. In: Proceedings of the 10th international symposium haptic interfaces virtual environment teleoperator systems (haptics 2002), pp 255–262 Solis J, Avizzano CA, Bergamasco M (2002) Teaching to write Japanese characters using a haptic interface. In: Proceedings of the 10th international symposium haptic interfaces virtual environment teleoperator systems (haptics 2002), pp 255–262
go back to reference Teo C, Burdet E, Lim H (2002) A robotic teacher of Chinese handwriting. In: Proceedings of the 10th international symposium haptic interfaces virtual environment teleoperator systems, pp 335–341 Teo C, Burdet E, Lim H (2002) A robotic teacher of Chinese handwriting. In: Proceedings of the 10th international symposium haptic interfaces virtual environment teleoperator systems, pp 335–341
Metadata
Title
Robotic guidance benefits the learning of dynamic, but not of spatial movement characteristics
Authors
Jenna Lüttgen
Herbert Heuer
Publication date
01-10-2012
Publisher
Springer-Verlag
Published in
Experimental Brain Research / Issue 1-2/2012
Print ISSN: 0014-4819
Electronic ISSN: 1432-1106
DOI
https://doi.org/10.1007/s00221-012-3190-9

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