Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Electrodes: Overview01:17

Electrodes: Overview

2.3K
 Electrochemical measurements are conducted in an electrochemical cell composed of various components that control and measure the current and potential. One fundamental component is electrodes, conductive materials that enable electron transfer reactions at their surfaces.
There are two main types of electrodes in electrochemical cells. The first type, known as the working or indicator electrode, has a potential that is sensitive to the analyte's concentration and reacts to changes in...
2.3K

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Virgin Coconut Oil Attenuates Diabetic Kidney Disease via Gut Microbiota-Metabolism-Inflammation Axis Modulation in Type 2 Diabetic Mice.

Food science & nutrition·2026
Same author

GWAS-by-subtraction reveals new genetic architecture and health implications of type 2 diabetes-independent gestational diabetes mellitus.

Genome medicine·2026
Same author

Multi-Target Mechanisms of Whey Protein Against NAFLD: Integrating Bile Acid Metabolism, Gut Microbiota and Hepatic Inflammation.

Food science & nutrition·2026
Same author

Lightweight Insulating Sandwich-Structured Composite Film for Superior Antireflective EMI Shielding and Infrared Camouflage.

ACS applied materials & interfaces·2026
Same author

Network Pharmacology Combined With Gut Microbiome and Serum Metabolomics Reveals the Therapeutic Mechanisms of Hydroxysafflor Yellow A in Diabetic Kidney Disease.

Journal of diabetes research·2026
Same author

Ursodeoxycholic acid alleviates high-fat diet-induced liver injury by modulating gut microbiota-mediated bile acid metabolism: an integrated microbiota-metabolomics analysis.

Frontiers in nutrition·2026
Same journal

Pathology-Informed Augmentation Improves Cross-Cohort IMU-to-vGRF Estimation Between Healthy Adults and Adults With Osteoarthritis.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society·2026
Same journal

Effects of task-driven head orientations on gait and balance during walking in virtual reality.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society·2026
Same journal

Wearable sensor-based Mild Cognitive Impairment Identification: A Multi-Domain Gait Analysis Approach with Association Rule Mining.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society·2026
Same journal

Semi-implantable Micro-cooler for Dorsal Root Ganglion Enables Targeted, Sustained, and Cumulative Pain Relief.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society·2026
Same journal

Auditory Cue Integration for a Power-Assisted Gait Training System Based on Neurodevelopmental Treatment Principles.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society·2026
Same journal

Quantifying the dynamics that link leg tendon vibration to induced periodic postural oscillations in young subjects Differential effects of light touch on the induced sway.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society·2026
See all related articles

Related Experiment Video

Updated: Nov 30, 2025

A Structured Rehabilitation Protocol for Improved Multifunctional Prosthetic Control: A Case Study
06:58

A Structured Rehabilitation Protocol for Improved Multifunctional Prosthetic Control: A Case Study

Published on: November 6, 2015

10.0K

Position Identification for Robust Myoelectric Control Against Electrode Shift.

Jiayuan He, Xinjun Sheng, Xiangyang Zhu

    IEEE Transactions on Neural Systems and Rehabilitation Engineering : a Publication of the IEEE Engineering in Medicine and Biology Society
    |November 16, 2020
    PubMed
    Summary
    This summary is machine-generated.

    A new position identification (PI) framework overcomes electrode shift issues in pattern recognition-based (PR-based) myoelectric control. A brief anchor gesture recalibrates the system, restoring full control performance rapidly for real-world prosthetic applications.

    More Related Videos

    Multifunctional Setup for Studying Human Motor Control Using Transcranial Magnetic Stimulation, Electromyography, Motion Capture, and Virtual Reality
    08:09

    Multifunctional Setup for Studying Human Motor Control Using Transcranial Magnetic Stimulation, Electromyography, Motion Capture, and Virtual Reality

    Published on: September 3, 2015

    11.3K
    Force and Position Control in Humans - The Role of Augmented Feedback
    06:31

    Force and Position Control in Humans - The Role of Augmented Feedback

    Published on: June 19, 2016

    8.1K

    Related Experiment Videos

    Last Updated: Nov 30, 2025

    A Structured Rehabilitation Protocol for Improved Multifunctional Prosthetic Control: A Case Study
    06:58

    A Structured Rehabilitation Protocol for Improved Multifunctional Prosthetic Control: A Case Study

    Published on: November 6, 2015

    10.0K
    Multifunctional Setup for Studying Human Motor Control Using Transcranial Magnetic Stimulation, Electromyography, Motion Capture, and Virtual Reality
    08:09

    Multifunctional Setup for Studying Human Motor Control Using Transcranial Magnetic Stimulation, Electromyography, Motion Capture, and Virtual Reality

    Published on: September 3, 2015

    11.3K
    Force and Position Control in Humans - The Role of Augmented Feedback
    06:31

    Force and Position Control in Humans - The Role of Augmented Feedback

    Published on: June 19, 2016

    8.1K

    Area of Science:

    • Biomedical Engineering
    • Rehabilitation Technology
    • Human-Computer Interaction

    Background:

    • Pattern recognition-based (PR-based) myoelectric control systems face challenges with electrode shift, limiting real-world application.
    • Electrode displacement causes performance degradation in myoelectric prosthetics.
    • Robustness against positional variations is crucial for reliable prosthetic control.

    Purpose of the Study:

    • To introduce a novel Position Identification (PI) framework to address electrode shift in PR-based myoelectric control.
    • To enable rapid recalibration of myoelectric control systems following electrode displacement.
    • To enhance the real-world applicability and robustness of myoelectric control.

    Main Methods:

    • Developed a Position Identification (PI) framework utilizing an anchor gesture for electrode position detection.
    • Employed a differential filter combined with majority voting to improve PI accuracy.
    • Calibrated classifiers based on the identified electrode position for subsequent control tasks.

    Main Results:

    • The PI framework successfully identified electrode positions and restored myoelectric control performance.
    • Full restoration of control performance was achieved within one second using a simple hand-close anchor gesture.
    • Classification accuracy remained statistically similar before and after electrode shifts (p > 0.001) when using the PI framework.
    • Effective compensation for shifts up to 1 cm in perpendicular and parallel directions was demonstrated.

    Conclusions:

    • The PI framework offers a practical and efficient solution to mitigate electrode shift issues in PR-based myoelectric control.
    • The rapid recalibration capability significantly improves the robustness and usability of myoelectric control systems in diverse environments.
    • This approach enhances the potential for widespread adoption of advanced myoelectric control technologies.