1/f-type fractal signal" target="_blank">f-type fractal signal')">1/f-type fractal signal;Parameter estimation;Wavelet transform;White-Gauss noise
信号处理;1/f类分形信号;参数估计;小波变换;高斯白噪声, Open Access Library" />

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Parameter Estimation of 1/f-Type Fractal Signal Using Least Square Method
1/f类分形信号的最小二乘法参数估计

Keywords: Signal processing,1/f-type fractal signal" target="_blank">f-type fractal signal')">1/f-type fractal signal&searchField=keyword">1/f-type fractal signal&prev_q=f-type fractal signal')">1/f-type fractal signal" target="_blank">f-type fractal signal')">1/f-type fractal signal,Parameter estimation,Wavelet transform,White-Gauss noise
信号处理
,1/f类分形信号,参数估计,小波变换,高斯白噪声

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Abstract:

A novel method to estimate the parameters of 1/f-type fractal signal is proposed according to characteristics of the wavelet coefficient variance versus scale of 1/f-type fractal signal in white noise,and namely,after the wavelet coefficient variance is simply transformed,the parameter estimation of 1/f-type fractal signal is according with parameter estimation conditions of least square method.The simulation experiment results demonstrate that,this method can effectively estimate parameters of 1/f-type fra...

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