Identification of Potential Risks to System Security Using Wavelet Analysis, the Time-and-Frequency Distribution Indicator of the Time Series and the Correlation Analysis of Wavelet-Spectra

被引：0

作者：

Amosov, O. S. ^{[1
]}

Amosova, S. G. ^{[1
]}

Muller, N., V ^{[2
]}

机构：

[1] Komsomolsk Na Amure State Univ, Dept Ind Elect, Komsomolsk On Amur, Russia

[2] Komsomolsk Na Amure State Univ, Dept Ecol & Safety Vital Act, Komsomolsk On Amur, Russia

来源：

2018 INTERNATIONAL SCIENTIFIC MULTI-CONFERENCE ON INDUSTRIAL ENGINEERING AND MODERN TECHNOLOGIES (FAREASTCON) | 2018年

关键词：

time series; wavelet analysis; time-and-frequency distribution; correlation analysis; potential risk; system security;

D O I：

暂无

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

To identify potential risks to the system security presented by time series it is offered to use wavelet analysis, the indicator of time-and-frequency distribution, the correlation analysis of wavelet-spectra for receiving rather complete range of data about the process studied. The indicator of time-and-frequency localization of time series was proposed allowing to estimate the speed of non-stationary changing. The complex approach is proposed to use the wavelet analysis, the time-and-frequency distribution of time series and the wavelet spectra correlation analysis; this approach contributes to obtaining complete information on the studied phenomenon both in numerical terms, and in the form of visualization for identifying and predicting potential system security threats.

引用

页数：5

共 11 条

[1]

Amosov O. S., 2014, SCI OPEN ACCESS J NA, V3, P1

[2]

Amosov OS, 2017, IEEE INT CONF CON AU, P118, DOI 10.1109/ICCA.2017.8003045

[3]

[Anonymous], 1992, CBMS-NSF Reg. Conf. Ser. in Appl. Math

[4]

Astafieva N.M., 1996, Phys. Uspekhi, V39, P1085, DOI DOI 10.1070/PU1996V039N11ABEH000177

[5]

Bendat J.S., 1980, Engineering applications of correlation and spectral analysis

[6]

Blahut R.E., 1985, FAST ALGORITHMS DIGI

[7]

Chui C. K., 1992, An introduction to wavelets, DOI 10.2307/2153134

[8]

He YG, 2004, TENCON IEEE REGION, pA267

[9]

Ifeachor E.C., 2002, Digital signal processing: a practical approach

[10]

Liu W, 2003, 2003 INTERNATIONAL CONFERENCE ON COMMUNICATION TECHNOLOGY, VOL 1 AND 2, PROCEEDINGS, P372

← 1 2 →