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便携式交互式脉冲触觉记录器和播放器系统。

Portable Interactive Pulse Tactile Recorder and Player System.

机构信息

Department of Mechanical Engineering, National Taiwan University, Taipei 10617, Taiwan.

出版信息

Sensors (Basel). 2021 Jun 25;21(13):4339. doi: 10.3390/s21134339.

Abstract

Pulse palpation is an effective method for diagnosing arterial diseases. However, most pulse measurement devices use preconfigured pressures to collect pulse signals, and most pulse tactile simulators can only display standard or predefined pulse waveforms. Here, a portable interactive human pulse measurement and reproduction system was developed that allows users to take arbitrary pulses and experience realistic simulated pulse tactile feedback in real time by using their natural pulse-taking behaviors. The system includes a pulse tactile recorder and a pulse tactile player. Pulse palpation forces and vibrations can be recorded and realistically replayed for later tactile exploration and examination. To retain subtle but vital pulse information, empirical mode decomposition was used to decompose pulse waveforms into several intrinsic mode functions. Artificial neural networks were then trained based on intrinsic mode functions to determine the relationship between the driving signals of the pulse tactile player and the resulting vibration waveforms. Experimental results indicate that the average normalized root mean square error and the average -squared values between the reproduced and original pulses were 0.0654 and 0.958 respectively, which indicate that the system can reproduce high-fidelity pulse tactile vibrations.

摘要

脉象触诊是一种有效的动脉疾病诊断方法。然而,大多数脉搏测量设备使用预设压力来采集脉搏信号,而大多数脉搏触觉模拟器只能显示标准或预定义的脉搏波形。在这里,开发了一种便携式交互式人体脉搏测量和再现系统,该系统允许用户通过使用其自然的脉搏采集行为采集任意脉搏,并实时体验逼真的模拟脉搏触觉反馈。该系统包括脉搏触觉记录器和脉搏触觉播放器。脉搏触诊力和振动可以被记录下来,并真实地重放,以便以后进行触觉探索和检查。为了保留微妙但至关重要的脉搏信息,使用经验模态分解将脉搏波形分解为几个固有模态函数。然后,基于固有模态函数训练人工神经网络,以确定脉冲触觉播放器的驱动信号与产生的振动波形之间的关系。实验结果表明,再现和原始脉冲之间的平均归一化均方根误差和平均平方值分别为 0.0654 和 0.958,这表明该系统可以再现高保真度的脉搏触觉振动。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f6e/8271523/3530a9dfd43b/sensors-21-04339-g001.jpg

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