信号奇异性分析
ANALYSIS OF SIGNAL SINGULARITY
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摘要: 信号的奇异性往往携带了信号最重要的信息,因此,对奇异性的研究是一项很有价值的工作。由于传统的信息处理工具(如傅氏变换)在奇异性处理方面的局限性,该文利用多重分形理论来对信号的奇异性进行分析,并给出计算算法和一些初步的结果,同时结果分析也表明了多重分形理论是分析信号奇异性的有效方法.Abstract: Singularity often carries the most important information of signal, so it is valuable to study the singularity of signal. Because of the limitation of classical approaches (such as Fourier transform) in processing the singularity of signal, this paper applies multifractal theory to analyse the singularity of signal, and presents an algorithm and some fundamental results which indicate that multifactal theory is really a useful tool for analysing signal singularity.
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[英]Kenneth Falconer著,曾文曲,刘世耀译,分形几何一数学基础及其应用,沈阳,东北大学出版社出版,1993,第17章.[2]A. Langi, W. Kinsner, Singularity processing of nonstationary signal,IEEE Trans.on Electricaland Computer Engineering, 1996, 2(3), 687-691.[3]F. Arduini, S. Fioravanti, D. D. Giusto, A multifractal-based approach to natural scene analysis,IEEE Trans. on Acoustics Speech and Signal Processing, 1991, 4(6), 2681-2684.
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