Lattice structure adaptive IIR notch filter based on least square kurtosis

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摘要 Anewvariablestep-sizealgorithmforasecond-orderlatticeformstructureadaptiveinfiniteimpulseresponse(IIR)notchfiltertodetectionandestimationfrequencyofsinusoidsinGaussiannoisesisproposed.Utilizingleastsquarekurtosisofoutputsignalsasacostfunction,thenewgradient-basedalgorithmtoupdatefrequencyoftheadaptiveIIRnotchfilterandthenewvariablestep-sizealgorithmaregiven.ThecomputersimulationresultsshowthattheproposedalgorithmhasbetterabilityinsuppressingcoloredGaussiannoisesandbetteraccuracyinestimatingparametersatlowSNRthanpreviousalgorithms.
机构地区 不详
出版日期 2009年06月16日(中国期刊网平台首次上网日期,不代表论文的发表时间)
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