Effects of Confidence-Based Rejection on Usability and Error in Pattern Recognition-Based Myoelectric Control

Jason W. Robertson; Kevin B. Englehart; Erik J. Scheme

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Effects of Confidence-Based Rejection on Usability and Error in Pattern Recognition-Based Myoelectric Control

机译：基于模式识别的肌电控制中基于置信度的拒绝对可用性和错误的影响

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Rejection of movements based on the confidence in the classification decision has previously been demonstrated to improve the usability of pattern recognition based myoelectric control. To this point, however, the optimal rejection threshold has been dete

机译：先前已经证明基于对分类决策的信心来拒绝运动，以提高基于模式识别的肌电控制的可用性。到目前为止，最佳拒绝阈值已经确定

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来源
《Biomedical and Health Informatics, IEEE Journal of》 |2019年第5期|2002-2008|共7页
作者
Jason W. Robertson; Kevin B. Englehart; Erik J. Scheme;
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作者单位

Institute of Biomedical Engineering University of New Brunswick Fredericton NB Canada;

Institute of Biomedical Engineering University of New Brunswick Frederict;

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原文格式 PDF
正文语种 eng
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关键词
Usability; Task analysis; Support vector machines; Pattern recognition; Throughput; Electrodes; Electromyography;

机译：可用性;任务分析;支持向量机;模式识别;吞吐量;电极;肌电图;

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专利

1. Determining the Optimal Window Length for Pattern Recognition-Based Myoelectric Control: Balancing the Competing Effects of Classification Error and Controller Delay [J] . Smith L. H., Hargrove L. J., Lock B. A., Neural Systems and Rehabilitation Engineering, IEEE Transactions on . 2011,第2期

机译：确定基于模式识别的肌电控制的最佳窗口长度：平衡分类误差和控制器延迟的竞争效果
2. Confidence-Based Rejection for Improved Pattern Recognition Myoelectric Control [J] . Scheme E.J., Hudgins B.S., Englehart K.B. IEEE Transactions on Biomedical Engineering . 2013,第6期

机译：基于置信度的拒绝，用于改进的模式识别肌电控制
3. Motion Normalized Proportional Control for Improved Pattern Recognition-Based Myoelectric Control [J] . Scheme E., Lock B., Hargrove L., IEEE transactions on neural systems and rehabilitation engineering . 2014,第1期

机译：基于归一化模式识别的肌电控制的运动归一化比例控制
4. Pattern Recognition-Based Real Time Myoelectric System for Robotic Hand Control [C] . Jingpeng Wang, Liqiong Tang, John E. Bronlund IEEE Conference on Industrial Electronics and Applications . 2019

机译：基于模式识别的机器人手控实时肌电系统
5. Pattern Recognition-Based Myoelectric Control of Partial-Hand Prostheses. [D] . Adewuyi, Adenike Adekunbi. 2016

机译：基于模式识别的部分手假肢的肌电控制。
6. Determining the optimal window length for pattern recognition-based myoelectric control: balancing the competing effects of classification error and controller delay [O] . Lauren H. Smith, Levi J. Hargrove, Blair A. Lock, -1

机译：确定图案的最佳窗口长度识别基于肌电控制：平衡分类误差和控制器延迟的竞争效应
7. Examining the Adverse Effects of Limb Position on PatternRecognition Based Myoelectric Control [O] . Scheme, Erik, Fougner, Anders Lyngvi, Stavdahl, Øyvind, 2014

机译：检查肢体位置对基于模式识别的肌电控制的不利影响
8. Effects of Random Shadings, Phasing Errors, and Element Failures on the Beam Patterns of Linear and Planar Arrays [R] . Nuttall, A. H. 1980

机译：随机阴影，相位误差和单元失效对线阵和平面阵列光束模式的影响

Effects of Confidence-Based Rejection on Usability and Error in Pattern Recognition-Based Myoelectric Control

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