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编号:10972974
基于自适应滤波的心电图中呼吸信号的提取方法
http://www.100md.com 《第四军医大学学报》 2005年第9期
呼吸检测,,呼吸检测;,心电图信号;,自适应滤波;,递归最小二乘法,1方法,2结果,【参考文献】
     Method for deriving respiratory signal from ECG signal based on adaptive filtering

    XI Tao, YANG GuoSheng, TANG Chi, JIAO Teng

    Department of Electronics, School of Biomedical Engineering, Fourth Military Medical University, Xian 710033, China

    【Abstract】 AIM: To design a new method to extract the respiratory signal from the ECG signal by adaptive filtering based on the recursive leastsquare (RLS) algorithm. METHODS: After processing the ECG signal, we selected the Rwave amplitude sequence and the RR interval sequence as the primary input and the reference input of the adaptive filter based on the recursive leastsquare (RLS) algorithm to estimate the respiratory signal. RESULTS: The estimated respiratory signal obtained by the adaptive filter showed well pertinence in time domain and frequency domain to the real respiratory signal. CONCLUSION: The method for deriving respiratory signal from ECG signal based on the adaptive filtering is well designed and the result is reliable. It is a highly efficient, noninvasive and lowcost approach for the respiration detection. ......

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