Suppr超能文献

肌电假肢的最佳控制器延迟

The optimal controller delay for myoelectric prostheses.

作者信息

Farrell Todd R, Weir Richard F

机构信息

Department of Biomedical Engineering, Northwestern University Prosthetics Research Laboratory, Chicago, IL 60611, USA.

出版信息

IEEE Trans Neural Syst Rehabil Eng. 2007 Mar;15(1):111-8. doi: 10.1109/TNSRE.2007.891391.

Abstract

A tradeoff exists when considering the delay created by multifunctional prosthesis controllers. Large controller delays maximize the amount of time available for EMG signal collection and analysis (and thus maximize classification accuracy); however, large delays also degrade prosthesis performance by decreasing the responsiveness of the prosthesis. To elucidate an "optimal controller delay" twenty able-bodied subjects performed the Box and Block Test using a device called PHABS (prosthetic hand for able bodied subjects). Tests were conducted with seven different levels of controller delay ranging from nearly 0-300 ms and with two different artificial hand speeds. Based on repeted measures ANOVA analysis and a linear mixed effects model, the optimal controller delay was found to range between approximately 100 ms for fast prehensors and 125 ms for slower prehensors. Furthermore, the linear mixed effects model shows that there is a linear degradation in performance with increasing delay.

摘要

在考虑多功能假肢控制器所产生的延迟时,存在一种权衡。较大的控制器延迟能使肌电信号采集和分析的可用时间最大化(从而使分类准确率最大化);然而,较大的延迟也会因降低假肢的响应能力而降低假肢性能。为了阐明“最佳控制器延迟”,20名身体健全的受试者使用一种名为PHABS(适用于身体健全受试者的假手)的设备进行了箱块测试。测试在七种不同水平的控制器延迟下进行,延迟范围从近0到300毫秒,并采用两种不同的假手速度。基于重复测量方差分析和线性混合效应模型,发现快速抓握器的最佳控制器延迟约为100毫秒,较慢抓握器的最佳控制器延迟约为125毫秒。此外,线性混合效应模型表明,随着延迟增加,性能呈线性下降。

相似文献

1
The optimal controller delay for myoelectric prostheses.肌电假肢的最佳控制器延迟
IEEE Trans Neural Syst Rehabil Eng. 2007 Mar;15(1):111-8. doi: 10.1109/TNSRE.2007.891391.
7
Compliant grasp in a myoelectric hand prosthesis. Controlling flexion angle and compliance with electromyogram signals.
IEEE Eng Med Biol Mag. 2005 Jul-Aug;24(4):48-56. doi: 10.1109/memb.2005.1463396.
8
[Expanding control possibilities of myoelectric hand prostheses].[扩展肌电手假肢的控制可能性]
Biomed Tech (Berl). 2002;47 Suppl 1 Pt 2:868-70. doi: 10.1515/bmte.2002.47.s1b.868.
9
Control strategy for a myoelectric hand: measuring acceptable time delay in human intention discrimination.
Annu Int Conf IEEE Eng Med Biol Soc. 2009;2009:5044-7. doi: 10.1109/IEMBS.2009.5333667.

引用本文的文献

10
Recent trends and challenges of surface electromyography in prosthetic applications.表面肌电图在假肢应用中的最新趋势与挑战
Biomed Eng Lett. 2023 Apr 22;13(3):353-373. doi: 10.1007/s13534-023-00281-z. eCollection 2023 Aug.

本文引用的文献

10
Error rate in five-state myoelectric control systems.
Med Biol Eng Comput. 1980 May;18(3):287-90. doi: 10.1007/BF02443381.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验