Greco Alberto, Valenza Gaetano, Nardelli Mimma, Bianchi Matteo, Lanata Antonio, Scilingo Enzo Pasquale
Annu Int Conf IEEE Eng Med Biol Soc. 2015 Aug;2015:5777-80. doi: 10.1109/EMBC.2015.7319705.
This paper investigates how the autonomic nervous system dynamics, quantified through the analysis of the electrodermal activity (EDA), is modulated according to affective haptic stimuli. Specifically, a haptic display able to convey caress-like stimuli is presented to 32 healthy subjects (16 female). Each stimulus is changed according to six combinations of three velocities and two forces levels of two motors stretching a strip of fabric. Subjects were also asked to score each stimulus in terms of arousal (high/low activation) and valence (pleasant/unpleasant), in agreement with the circumplex model of affect. EDA was processed using a deconvolutive method, separating tonic and phasic components. A statistical analysis was performed in order to identify significant differences in EDA features among force and velocity levels, as well as in their valence and arousal scores. Results show that the simulated caress induced by the haptic display significantly affects the EDA. In detail, the phasic component seems to be inversely related to the valence score. This finding is new and promising, since it can be used, e.g., as an additional cue for haptics design.
本文研究了通过分析皮肤电活动(EDA)量化的自主神经系统动力学如何根据情感触觉刺激进行调节。具体而言,向32名健康受试者(16名女性)展示了一种能够传达类似爱抚刺激的触觉显示器。每个刺激根据两个拉伸织物条带的电机的三种速度和两种力水平的六种组合而变化。受试者还被要求根据情感的环形模型,对每个刺激的唤醒度(高/低激活)和效价(愉快/不愉快)进行评分。使用去卷积方法处理EDA,分离出紧张性和相位性成分。进行了统计分析,以确定力和速度水平之间以及它们的效价和唤醒度评分在EDA特征上的显著差异。结果表明,触觉显示器模拟的爱抚对EDA有显著影响。具体而言,相位性成分似乎与效价评分呈负相关。这一发现是新颖且有前景的,因为它例如可以用作触觉设计的额外线索。