Journal of Siberian Federal University. Engineering & Technologies / A Generalized Technique for Studying the Information Properties of Channels and Recognition Systems

Full text (.pdf)
Issue
Journal of Siberian Federal University. Engineering & Technologies. 2022 15 (8)
Authors
Bliznyuk, Alexander A.; Zhironkin, Sergey B.; Makarichev, Alexander V.; Shoromova, Anna A.
Contact information
Bliznyuk, Alexander A.: VKO Military Academy named after Marshal of the Soviet Union Georgiy Zhukov Tver, Russian Federation; ; Zhironkin, Sergey B.: VKO Military Academy named after Marshal of the Soviet Union Georgiy Zhukov Tver, Russian Federation; ; Makarichev, Alexander V.: VKO Military Academy named after Marshal of the Soviet Union Georgiy Zhukov Tver, Russian Federation; Shoromova, Anna A.: VKO Military Academy named after Marshal of the Soviet Union Georgiy Zhukov Tver, Russian Federation
Keywords
binary symmetric recognition channel; non-binary asymmetric recognition channel; mutual (pair) information; complex (integrated) recognition system
Abstract

The paper proposes a generalized methodology for studying the information properties of channels and recognition systems, applicable to the analysis of complex recognition systems. The application of the technique showed that when combining heterogeneous channels for recognition, it is effective to use not only direct, but also indirect information about the object’s belonging to classes in the alphabet of final (general) solutions. Combining channels with basic and indirect information increased the amount of information received by 10–40 percent

Pages
988–999
DOI
10.17516/1999-494X‑0444
Paper at repository of SibFU
https://elib.sfu-kras.ru/handle/2311/149818

Creative Commons License This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0).