节点文献
一种新的阈值方法在肌电信号消噪中的应用
Application of new threshold de-noising method in EMG processing
【摘要】 为了清除表面肌电信号(SEMG)夹杂的噪声,在分析了软阈值法、硬阈值法等常用阈值消噪方法的基础上,提出了一种改进阈值函数的新消噪方法。该阈值消噪方法结合了折中阈值方法与μ律绝对值阈值方法的优点,解决了阈值消噪连续性和恒定误差的问题。SEMG消噪实验结果表明,新消噪方法可取得较好的效果。
【Abstract】 Aiming at removing surface electromyography(SEMG) noise,a new-threshold de-noising method was put forward,based on analyzing soft-threshold de-noising method and hard-threshold de-noising method and so on.By modifying threshold function,the merits of middle course threshold de-noising method and μ rhythm threshold de-noising method were combined to the new threshold de-noising method,the problems of de-noising continuity and constant error were solved.The test results indicate that the new method can be more effective in de-noising SEMG noise.
【关键词】 表面肌电信号;
消噪;
折中阈值函数;
μ律绝对值函数;
【Key words】 surface electromyography(SEMG); de-noising; middle course threshold function; μ rhythm threshold function;
【Key words】 surface electromyography(SEMG); de-noising; middle course threshold function; μ rhythm threshold function;
【基金】 国家自然科学基金资助项目(60705010);教育部新世纪优秀人才支持项目(NCET-04-0558)
- 【文献出处】 机电工程 ,Mechanical & Electrical Engineering Magazine , 编辑部邮箱 ,2009年10期
- 【分类号】TP29-AI
- 【被引频次】13
- 【下载频次】113