首页> 外文会议>International workshop on image/signal processing: Advances in computational intelligent >Model order determination of ECG signals using rational function approximations
【24h】

Model order determination of ECG signals using rational function approximations

机译:使用Rational函数近似的模型顺序确定ECG信号

获取原文

摘要

In this paper. a new pole zero order determination procedure is proposed for ECG signals. The method is based upon the singular value decomposition of the reduced rank approximation of the data matrix obtained by linear filtering of the DCTA coefficients of the ECG signal. The energy characteristics of the reduced rank components are found to be highly order dependent. In this paper, we have made use of this property to identify the order of the underlying model. This NMSE of the waveforms reconstructed with the orders estimated using the proposed method are found to be lower than those obtained using statistical methods such as the AIC.
机译:在本文中。 提出了一种用于ECG信号的新杆零级确定程序。 该方法基于通过ECG信号的DCTA系数的线性滤波获得的数据矩阵的减少秩近似的奇异值分解。 发现减少等级分量的能量特性是依赖的高度顺序。 在本文中,我们已经利用了这个属性来识别底层模型的顺序。 发现与使用所提出的方法估计的订单重建的波形的NMSE值低于使用诸如AIC的统计方法获得的订单。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号