用小波跟踪远程依赖关系

P. Flandrin, P. Abry
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引用次数: 0

摘要

远程依赖过程表现出特征,如1/f谱,小波为其提供了通用工具并提供了统一的框架。这种效率在连续过程、点过程和滤波点过程中都得到了证明。同时考虑了分形散粒噪声模型。
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Tracking long-range dependencies with wavelets
Long-range dependent processes exhibit features, such as 1/f spectra, for which wavelets offer versatile tools and provide a unifying framework. This efficiency is demonstrated on both continuous processes, point processes and filtered point processes. The fractal shot noise model is also considered.
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