标准差
尺骨偏斜
高斯分布
计算机科学
插值(计算机图形学)
旋转(数学)
航程(航空)
控制理论(社会学)
计算机视觉
模拟
人工智能
数学
手腕
工程类
统计
物理
控制(管理)
医学
运动(物理)
量子力学
放射科
航空航天工程
作者
Andrea Marinelli,Nicolò Boccardo,Michele Canepa,Dario Di Domenico,Marianna Semprini,Michela Chiappalone,Matteo Laffranchi,Lorenzo De Michieli,Strahinja Došen
标识
DOI:10.1109/tbme.2023.3285850
摘要
The bidirectional communication between the user and the prosthesis is an important requirement when developing prosthetic hands. Proprioceptive feedback is fundamental to perceiving prosthesis movement without the need for constant visual attention. We propose a novel solution to encode wrist rotation using a vibromotor array and Gaussian interpolation of vibration intensity. The approach generates tactile sensation that smoothly rotates around the forearm congruently with prosthetic wrist rotation. The performance of this scheme was systematically assessed for a range of parameter values (number of motors and Gaussian standard deviation).Fifteen non-disabled subjects and one individual with congenital limb deficiency used vibrational feedback to control a virtual hand in the target-achievement control test. Performance was assessed by end-point error and efficiency as well as subjective impressions.The results showed a preference for smooth feedback and a higher number of motors (8 and 6 versus 4). With 8 and 6 motors, the standard deviation, determining the sensation spread and continuity, could be modulated through a broad range of values (0.1 - 2) without a significant performance loss. The overall average error and efficiency across these feedback configurations were ∼ 10% and ∼ 30%, respectively. For low values of standard deviation (0.1-0.5), the number of motors could be reduced to 4 without a significant performance decrease.The study demonstrated that the developed strategy provided meaningful rotation feedback. Moreover, the results indicate that the Gaussian standard deviation could be used as an independent parameter to encode an additional feedback variable.The proposed method is a flexible and effective approach to provide proprioceptive feedback while adjusting the trade-off between sensation quality and the number of vibromotors.
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