Evaluation of Computer-Based Target Achievement Tests for Myoelectric Control

Real-time evaluation of novel prosthetic control schemes is critical for translational research on artificial limbs. Recently, two computer-based, real-time evaluation tools, the target achievement control (TAC) test and the Fitts' law test (FLT), have been proposed to assess real-time controll...

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Main Authors: Jacob Gusman, Enzo Mastinu, Max Ortiz-Catalan
Format: Article
Language:English
Published: IEEE 2017-01-01
Series:IEEE Journal of Translational Engineering in Health and Medicine
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8123855/
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author Jacob Gusman
Enzo Mastinu
Max Ortiz-Catalan
author_facet Jacob Gusman
Enzo Mastinu
Max Ortiz-Catalan
author_sort Jacob Gusman
collection DOAJ
description Real-time evaluation of novel prosthetic control schemes is critical for translational research on artificial limbs. Recently, two computer-based, real-time evaluation tools, the target achievement control (TAC) test and the Fitts' law test (FLT), have been proposed to assess real-time controllability. Whereas TAC tests provides an anthropomorphic visual representation of the limb at the cost of confusing visual feedback, FLT clarifies the current and target locations by simplified non-anthropomorphic representations. Here, we investigated these two approaches and quantified differences in common performance metrics that can result from the chosen method of visual feedback. Ten able-bodied and one amputee subject performed target achievement tasks corresponding to the FLT and TAC test with equivalent indices of difficulty. Ablebodied subjects exhibited significantly (p <;0.05) better completion rate, path efficiency, and overshoot when performing the FLT, although no significant difference was seen in throughput performance. The amputee subject showed significantly better performance in overshoot at the FLT, but showed no significant difference in completion rate, path efficiency, and throughput. Results from the FLT showed a strong linear relationship between the movement time and the index of difficulty (R2 = 0.96), whereas TAC test results showed no apparent linear relationship (R2 = 0.19). These results suggest that in relatively similar conditions, the confusing location of virtual limb representation used in the TAC test contributed to poorer performance. Establishing an understanding of the biases of various evaluation protocols is critical to the translation of research into clinical practice.
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spelling doaj.art-1f8b1d8e07d941008ad21a86df3307692022-12-21T23:06:05ZengIEEEIEEE Journal of Translational Engineering in Health and Medicine2168-23722017-01-01511010.1109/JTEHM.2017.27769258123855Evaluation of Computer-Based Target Achievement Tests for Myoelectric ControlJacob Gusman0https://orcid.org/0000-0003-4605-9246Enzo Mastinu1https://orcid.org/0000-0001-8361-9586Max Ortiz-Catalan2https://orcid.org/0000-0002-6084-3865Center for Biomedical Engineering, Brown University, Providence, RI, USADepartment of Electrical Engineering, Chalmers University of Technology, Gothenburg, SwedenDepartment of Electrical Engineering, Chalmers University of Technology, Gothenburg, SwedenReal-time evaluation of novel prosthetic control schemes is critical for translational research on artificial limbs. Recently, two computer-based, real-time evaluation tools, the target achievement control (TAC) test and the Fitts' law test (FLT), have been proposed to assess real-time controllability. Whereas TAC tests provides an anthropomorphic visual representation of the limb at the cost of confusing visual feedback, FLT clarifies the current and target locations by simplified non-anthropomorphic representations. Here, we investigated these two approaches and quantified differences in common performance metrics that can result from the chosen method of visual feedback. Ten able-bodied and one amputee subject performed target achievement tasks corresponding to the FLT and TAC test with equivalent indices of difficulty. Ablebodied subjects exhibited significantly (p <;0.05) better completion rate, path efficiency, and overshoot when performing the FLT, although no significant difference was seen in throughput performance. The amputee subject showed significantly better performance in overshoot at the FLT, but showed no significant difference in completion rate, path efficiency, and throughput. Results from the FLT showed a strong linear relationship between the movement time and the index of difficulty (R2 = 0.96), whereas TAC test results showed no apparent linear relationship (R2 = 0.19). These results suggest that in relatively similar conditions, the confusing location of virtual limb representation used in the TAC test contributed to poorer performance. Establishing an understanding of the biases of various evaluation protocols is critical to the translation of research into clinical practice.https://ieeexplore.ieee.org/document/8123855/Electromyography (EMG)fitts’lawmyoelectric controltarget achievement control (TAC)user interfaces
spellingShingle Jacob Gusman
Enzo Mastinu
Max Ortiz-Catalan
Evaluation of Computer-Based Target Achievement Tests for Myoelectric Control
IEEE Journal of Translational Engineering in Health and Medicine
Electromyography (EMG)
fitts’law
myoelectric control
target achievement control (TAC)
user interfaces
title Evaluation of Computer-Based Target Achievement Tests for Myoelectric Control
title_full Evaluation of Computer-Based Target Achievement Tests for Myoelectric Control
title_fullStr Evaluation of Computer-Based Target Achievement Tests for Myoelectric Control
title_full_unstemmed Evaluation of Computer-Based Target Achievement Tests for Myoelectric Control
title_short Evaluation of Computer-Based Target Achievement Tests for Myoelectric Control
title_sort evaluation of computer based target achievement tests for myoelectric control
topic Electromyography (EMG)
fitts’law
myoelectric control
target achievement control (TAC)
user interfaces
url https://ieeexplore.ieee.org/document/8123855/
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AT enzomastinu evaluationofcomputerbasedtargetachievementtestsformyoelectriccontrol
AT maxortizcatalan evaluationofcomputerbasedtargetachievementtestsformyoelectriccontrol