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A three step algorithm based on biorthogonal wavelets for an intelligent cardiac remote monitoring system

机译:基于双正交小波的三步法智能心脏远程监控系统

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Actual progress in technology enables a powerful development of remote monitoring systems. A useful application deals with the prevention of cardiac illnesses, one of the most common health problems nowadays. A wavelet based algorithm using biorthogonal mother wavelets is presented in this paper, which proposes methods for three important steps to be incorporated in a remote monitoring system for cardiac illnesses: baseline correction, denoising and compression of electrocardiograms. For each composing step the parameters might be pre-selected, so as to optimize the performances. The results are evaluated using several biorthogonal mother wavelets families and the simulation performances are displayed considering noisy input data. Thus can also be enabled a comparison and the results proved to be competitive with other methods mentioned in literature.
机译:技术的实际进步使远程监控系统得以强大发展。有用的应用程序可预防心脏疾病,这是当今最常见的健康问题之一。本文提出了一种使用双正交母小波的基于小波的算法,该算法提出了将三个重要步骤纳入心脏疾病远程监控系统的方法:基线校正,心电图降噪和压缩。对于每个合成步骤,可以预先选择参数,以优化性能。使用几个双正交母小波系列对结果进行评估,并考虑输入噪声,显示仿真性能。因此也可以进行比较,结果证明与文献中提及的其他方法相比具有竞争力。

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