Univ Lyon, Laboratoire de Tribologie et Dynamique des Systèmes-LTDS UMR-CNRS 5513, ECL-ENISE, F-69134, Ecully, France.
Sci Rep. 2018 Aug 22;8(1):12605. doi: 10.1038/s41598-018-30677-2.
The human finger plays an extremely important role in tactile perception, but little is known about the role of its biophysical properties (mechanical properties, contact properties and surface topography) in tactile perception. In addition, the touch gestures used to perceive an object's properties differ among people. We combined studies on the biophysical properties and the vibrations measured from the human finger to understand the age and gender effects on the tactile perception and the difference between the touch gestures. In addition, a new algorithm, Mel-frequency cepstral coefficients (MFCCs), was used to analyze the vibratory signal obtained from the physical contact of the finger, and a surface is proposed and validated. The values obtained regarding the correlation between the tribohaptic system results and the biophysical properties show that the Young's modulus and the surface topography are the most important. An inverse correlation was observed between the MFCC and the tactile perception. This last observation explained the results of better tactile perception with left to right touch gestures. It also demonstrated a better tactile perception for women.
人类手指在触觉感知中起着极其重要的作用,但人们对其生物物理特性(力学特性、接触特性和表面形貌)在触觉感知中的作用知之甚少。此外,用于感知物体属性的触摸手势因人而异。我们结合了对生物物理特性和从人手指测量到的振动的研究,以了解年龄和性别对触觉感知的影响以及触摸手势之间的差异。此外,还使用了一种新的算法,即梅尔频率倒谱系数(MFCC),来分析从手指物理接触中获得的振动信号,并提出并验证了一种表面。有关摩擦触觉系统结果与生物物理特性之间相关性的研究结果表明,杨氏模量和表面形貌是最重要的。MFCC 与触觉感知之间存在负相关关系。最后一次观察结果解释了使用从左到右的触摸手势可以获得更好的触觉感知的结果。它还证明了女性具有更好的触觉感知。