随机信号的多分辨率模型
Random Signal Multiresolution Model
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摘要: 对统计特性较为复杂的随机信号,往往难以用准确的数学表达式进行描述。本工作以核随机信号为例,利用小波分析方法对其进行分解,提取多分辨率模型,并利用该模型和随机抽样方法对核随机信号的统计特性进行模拟。结果表明,本工作所用的模型方法可以任意精度描述信号的随机特性,并具有参数较少的特点。Abstract: It is difficult to describe the relatively complicated statistical properties of random signal by accurate mathematical expression. In this paper, nuclear random signal was decomposed by wavelet analysis method, and the multiresolution model was obtained. Its statistical properties were simulated by this model and random sampling method. The results show that this model can describe the statistical properties of random signal with arbitrary accuracy, and its parameters are less.