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Issue No. 03 - July-Sept. (2017 vol. 8)
ISSN: 1949-3045
pp: 340-354
Luca Turchet , Department of Media Technology, Aalborg University Copenhagen, A.C. Meyers Vænge 15, Copenhagen 2450, Denmark
Damiano Zanotto , Robotics and Rehabilitation Laboratory, Columbia University, New York, NY
Simone Minto , Dipartimento di Tecnica e Gestione dei Sistemi Industriali, University of Padova, Via Venezia 1, Padova, Italy
Antonio Roda , Department of Information Engineering, University of Padova, Via Gradenigo 6/B, Padova, Italy
Sunil K. Agrawal , Robotics and Rehabilitation Laboratory, Columbia University, New York, NY
ABSTRACT
This paper investigates the production and identification of emotional states of a walker using plantar vibro-tactile simulations. In a first experiment, participants were asked to render, according to imagined walking scenarios, five emotions (aggressive, happy, neutral, sad, and tender) by manipulating the parameters of synthetic footstep vibrations simulating various combinations of surface materials and shoes. Results allowed to identify, for the involved emotions and vibration conditions, the mean values and ranges of variation of two parameters, vibration amplitude and temporal distance between consecutive steps. Results were in accordance with those reported in previous studies on real walking, suggesting that the plantar vibro-tactile expression of emotions in walking is independent of the real or imagined motor activity. In a second experiment, participants were asked to identify the emotions portrayed by walking vibrations synthesized by setting the synthesis engine parameters to the mean values found in the first experiment. Results showed that the involved algorithms were successful in conveying the emotional information at a level comparable with previous studies. Results of both experiments revealed strong similarities with those of an analogous study on footstep sounds suggesting that emotionally expressive walking styles are consistently produced and recognized at auditory and plantar vibro-tactile level.
INDEX TERMS
Legged locomotion, Vibrations, Engines, Foot, Footwear, Haptic interfaces, Rendering (computer graphics),Emotion rendering, walking, footstep sounds, SoleSounds
CITATION
Luca Turchet, Damiano Zanotto, Simone Minto, Antonio Roda, Sunil K. Agrawal, "Emotion Rendering in Plantar Vibro-Tactile Simulations of Imagined Walking Styles", IEEE Transactions on Affective Computing, vol. 8, no. , pp. 340-354, July-Sept. 2017, doi:10.1109/TAFFC.2016.2552515
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