环移SG自适应滤波器及其在交叠的周期性生物电信号分离中的应用
LOOP-SHIFT S G ADAPTIVE FILTER AND ITS APPLI- CATION IN SEPARATION OF OVERLAPPED PERIODIC BIOMEDICAL SIGNALS
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摘要: 本文提出了一种适用于交叠周期信号的周期检测和信号分离的环移StopGo(SG,停止-进行)自适应数字滤波器。该滤波器对周期信号在频域的交叠程度没有任何要求。除假设已知要分离的周期信号的周期的大致范围外,不需其他先验知识。因而它提供了一种分离时域和频域都互相交叠的周期信号的有效可行的方法。文章从理论上讨论了该滤波器的收敛条件和各参数的选取要求,并提出了一种较实用的粗精度周期搜索和通道自动关闭算法,减少了计算量。实验证明该滤波器对各种不同初始相位、不同相对幅度的周期信号交叠而成的信号均能有效地分离。
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关键词:
- 自适应滤波器; 周期信号; 收敛性
Abstract: A loop-shift Stop Go adaptive digital filter with applications in period detection and signal separation of overlapped periodic signals is presented. The filter places no contraints on the overlapped forms and requires no priori knowl edge except for approximate period range for signals to be separated, therefore it provides for an efficient and feasible method for separating periodic signals overlapped both in time and frequency domains. The convergence speed of the filter and the requirements of all parameter selections are discussed,meanwhile thecoarse precision period search and channel automatic close algorithm are proposed to reduce the amount of computation. Experiments show that the filter can separte all kinds of overlapped periodic signals with different initial phases and different relative magnitudes. -
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