Drumming Arm: an Upper-limb Prosthetic System to Restore Grip Control for a Transradial Amputee Drummer

被引：1

作者：

Yang, Ning ^{[1
]}

Sha, Ruizhi ^{[1
,2
]}

Sankaranarayanan, Raghavasimhan ^{[1
]}

Sun, Qianyi ^{[1
]}

Weinberg, Gil ^{[1
]}

机构：

[1] Georgia Inst Technol, Georgia Tech Ctr Mus Technol GTCMT, Atlanta, GA 30332 USA

[2] Xi An Jiao Tong Univ, Fac Elect & Informat Engn, Syst Engn Inst, State Key Lab Mfg Syst Engn, Xian, Peoples R China

来源：

2021 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA 2021) | 2021年

关键词：

FEATURE-EXTRACTION; HAND; DESIGN; CLASSIFICATION; LIGHTWEIGHT;

D O I：

10.1109/ICRA48506.2021.9561943

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper describes a quasi-passive transradial prosthesis designed to restore drumstick grip control for amputee drummers. A compact motor with low rotor resistance driven by Electromyography (EMG) is implemented in the prosthesis to support real-time drum performances. A variety of grip profiles are achieved by adjusting the stiffness and damping of an impedance controller based on machine learning predictions from EMG data. In addition to the prosthetic design, the paper presents a dynamic model that simulates the drumstick trajectories and estimates the control gains for various natural bouncing patterns. We evaluate the effective-ness of the design through human experiments under real-time performing scenarios for two common drumming grip techniques. The results demonstrate that the prosthetic model can support similar bouncing patterns to the drummer's healthy hand for single, double, and triple-stroke rolling techniques. The results also show that the system supports usable real-time periodic grip change from single to double-stroke, successfully simulating the common paradiddle drumming technique.

引用

页码：10317 / 10323

页数：7

共 35 条

[11] A wavelet-based continuous classification scheme for multifunction myoelectric control [J].

Englehart, K ;

Hudgins, B ;

Parker, PA .

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2001, 48 (03) :302-311

[12] A generative physical model approach for enhancing the stroke palette for robotic drummers [J].

Gopinath, Deepak ;

Weinberg, Gil .

ROBOTICS AND AUTONOMOUS SYSTEMS, 2016, 86 :207-215

[13]

Green P. E., 1992, J ACAD MARKET SCI, V20, P377

[14]

Hajian AZ, 1997, IEEE INT CONF ROBOT, P2294, DOI 10.1109/ROBOT.1997.619304

[15]

Hoffman G, 2010, 2010 IEEE RO-MAN, P718, DOI 10.1109/ROMAN.2010.5598690

[16] The development on a new biomechatronic prosthetic hand based on under-actuated mechanism [J].

Huang, H. ;

Jiang, L. ;

Zhao, D. W. ;

Zhao, J. D. ;

Cai, H. G. ;

Liu, H. ;

Meusel, P. ;

Willberg, B. ;

Hirzinger, G. .

2006 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, VOLS 1-12, 2006, :3791-+

[17]

Kim YG, 2014, IEEE INT C INT ROBOT, P3892, DOI 10.1109/IROS.2014.6943109

[18] Design, development, and testing of a lightweight hybrid robotic knee prosthesis [J].

Lenzi, Tommaso ;

Cempini, Marco ;

Hargrove, Levi ;

Kuiken, Todd .

INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 2018, 37 (08) :953-976

[19]

Lerch A., 2012, INTRO AUDIO CONTENT, P124

[20] Development of a lightweight and adaptable multiple-axis hand prosthesis [J].

Light, CM ;

Chappell, PH .

MEDICAL ENGINEERING & PHYSICS, 2000, 22 (10) :679-684

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