Abstract
An approach to improving the signature-system method of obtaining and processing information by prioritizing monitoring features in the source (object) signatures with determining their rational number is proposed. The application of the bi-Gaussian mathematical model of radio source signals and priority monitoring features as information support for the signature-system method allows increasing the efficiency of its use when the initial data are partially or completely uncertain.
Similar content being viewed by others
References
G. N. Aksenov and Yu. A. Smirnov, Basics of Processing and Analyzing Signals RES. Fundamentals of Structural and Systematic Data processing Method of Radio Emissions [in Russian], KVIRTU PVO, Kyiv (1989).
V. A. Shurenok, “Application of fuzzy cluster analysis algorithms for providing of hierarchical information process functional stability at the stage of radiomonitoring objects classification,” Scientific J. of Korolov Zhytomyr Military Institute “Problems of Construction, Testing, Application and Operation of Complex Information Systems,” Issue 7, 61–68 (2013).
S. V. Logachov, G. V. Hudov, and R. V. Dzyubchuk, “The research of the methods for identification of radiotechnical measurements accompanied by closely located space objects,” Scientific J. of Korolov Zhytomyr Military Institute “Problems of Construction, Testing, Application and Operation of Complex Information Systems,” Issue 8, 47–52 (2013).
B. V. Anisimov, V. D. Kurchanov, and V. K. Zlobin, The Recognition and the Digital Imaging [in Russian] Vysshaya shkola, Moscow (1993).
S. V. Grinyaev “Fight of networks,” Independent Military Review, No. 2, 11–13 (2002).
O. A. Iliashov, “The evaluation of monitoring informative features, signatures and the measures of their ambiguity during recognition objects and sources of monitoring in the information environment of telecommunication systems,” Visnyk NTUU KPI, Ser. Radiotekhnika, Radioaparatobuduvannia, Issue 67, 77–83 (201e6).
A. I. Ilnytskyi and O. A. Iliashov, “Informative monitoring features and signatures and the measure of their ambiguity in the recognition of sources and objects of monitoring,” Collection of Scientific Works of the Central Research Institute of Armed Forces of Ukraine, Issue 25, 27–40 (2009).
E. S. Wentzel, Probability Theory [in Russian], Nauka, Moscow (1969).
I. I. Zarudniev, O. A. Iliashov, and V. V. Korotych, “Bi-Gaussian mathematical model of signals of monitoring objects,” Collection of Scientific Works of the Central Research Institute of Armed Forces of Ukraine, Issue 23, 3e–13 (2008).
O. A. Iliashov, “Bi-Gaussian mathematical model of radio-frequency radiation sources in information environment in telecommunication systems,” Cybern. Syst Analysis, Vol. 53, No. 2, 255–261 (2017).
Yu. O. Smirnov and O. A. Iliashov, “Recognition procedure of the phase states of complex monitoring objects,” Collection of Scientific Works of the Central Research Institute of Armed Forces of Ukraine, Issue 18, 3–13 (2007).
O. A. Iliashov, “Evaluation methodology for the quality of management of the system of extraction and processing of monitoring information,” Proceedings of the Academy, The National Defence University of Ukraine, Kyiv, Issue 39, 76–83 (2002).
Author information
Authors and Affiliations
Corresponding author
Additional information
Translated from Kibernetika i Sistemnyi Analiz, No. 4, July–August, 2020, pp. 68–78.
Rights and permissions
About this article
Cite this article
Iliashov, O., Komarov, V. Improvement of the Signature-System Method by Applying Priority Features in the Composition of the Monitored Object Signatures to Ensure Maximum Probability of Correct Recognition. Cybern Syst Anal 56, 577–585 (2020). https://doi.org/10.1007/s10559-020-00274-1
Received:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10559-020-00274-1