DocumentCode
406211
Title
Singular signal detection with fractal
Author
Xiaofei, Zhang ; Dazhuan, Xu
Author_Institution
Dept. Electron. Eng., Nanjing Univ. of Aeronaut. & Astronaut., China
Volume
1
fYear
2003
fDate
14-17 Dec. 2003
Firstpage
608
Abstract
Singularities and irregular structures often carry the most important information in signals. The method of singular signal detection based on fractal technique is presented at the beginning of this paper. Mathematics model of singular signal is expressed with local Lipschitz exponent. The characteristics of singular signal and the principle of this detection method are introduced; and the algorithm of this detection method is discussed in detail. According to short-duration grille fractal dimension of signal, information like the start-time and end-time of singular signal can be obtained. The experimental results verify that the method can detect singular signals in the electrical power system accurately. Finally this detection method with fractal is no more complex and can be implemented easily.
Keywords
fractals; mathematical analysis; power systems; signal detection; electrical power system; fractal technique; local Lipschitz exponent; short-duration grille fractal dimension; singular signal detection; Fourier transforms; Fractals; Image recognition; Mathematical model; Mathematics; Power system modeling; Power systems; Radar detection; Radar imaging; Signal detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks and Signal Processing, 2003. Proceedings of the 2003 International Conference on
Conference_Location
Nanjing
Print_ISBN
0-7803-7702-8
Type
conf
DOI
10.1109/ICNNSP.2003.1279347
Filename
1279347
Link To Document