基于自适应滤波的心电图中呼吸信号的提取方法
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 filteringXI Tao, YANG GuoSheng, TANG Chi, JIAO Teng
Department of Electronics, School of Biomedical Engineering, Fourth Military Medical University, Xian 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 leastsquare (RLS) algorithm. METHODS: After processing the ECG signal, we selected the Rwave amplitude sequence and the RR interval sequence as the primary input and the reference input of the adaptive filter based on the recursive leastsquare (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, noninvasive and lowcost approach for the respiration detection. ......
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