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Updated: May 13, 2026

SSVEP-based Experimental Procedure for Brain-Robot Interaction with Humanoid Robots
Published on: November 24, 2015
Using "human state aware" robots to enhance physical human-robot interaction in a cooperative scenario
Carlos Rodriguez Guerrero1, Juan Carlos Fraile Marinero, Javier Perez Turiel
1Fundacion CARTIF, Biomedical Engineering Division, Centro Tecnologico de Boecillo, 205, 47151 Boecillo, Valladolid, Spain.
Abstract:
Human motor performance, speed and variability are highly susceptible to emotional states. This paper reviews the impact of the emotions on the motor control performance, and studies the possibility of improving the perceived skill/challenge relation on a multimodal neural rehabilitation scenario, by means of a biocybernetic controller that modulates the assistance provided by a haptic controlled robot in reaction to undesirable physical and mental states. Results from psychophysiological, performance and self assessment data for closed loop experiments in contrast with their open loop counterparts, suggest that the proposed method had a positive impact on the overall challenge/skill relation leading to an enhanced physical human-robot interaction experience.
