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  • 标题:Design of ANC filter using modified cuckoo search technique for ECG signal enhancement
  • 本地全文:下载
  • 作者:Shivika Goyal ; Shivika Goyal ; Shefali Goswamy
  • 期刊名称:Perspectives in Science
  • 印刷版ISSN:2213-0209
  • 电子版ISSN:2213-0209
  • 出版年度:2016
  • 卷号:8
  • 页码:43-45
  • DOI:10.1016/j.pisc.2016.03.002
  • 语种:English
  • 出版社:Elsevier
  • 摘要:Summary In this work, the design of an adaptive noise canceller (ANC) filter is presented using modified cuckoo search (MCS) optimization technique. The proposed scheme is applied for de-noising of ECG signals. Our simulation results reveal that the ANC filter based on MCS algorithm provides superior performance than other optimization techniques used to enhance the ECG signal. The performance of ANC filter is compared with other reported algorithms by evaluating the fidelity parameters such as the signal to noise ratio (SNR), maximum error (ME) and mean square error (MSE). The proposed ANC filter design with MCS scheme gives 18% improvement in output SNR, 87% decrease in ME, and 85% reduction in MSE over the recently reported Hilbert Huang Transform (HHT) technique.
  • 关键词:ANC; MCS; ECG; SNR; MSE; ME; HHT;
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