A generalized technique for studying the information properties of channels and recognition systems
Автор: Bliznyuk Alexander A., Zhironkin Sergey B., Makarichev Alexander V., Shoromova Anna A.
Журнал: Журнал Сибирского федерального университета. Серия: Техника и технологии @technologies-sfu
Рубрика: Информационно-коммуникационные технологии
Статья в выпуске: 8 т.15, 2022 года.
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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.
Binary symmetric recognition channel, non-binary asymmetric recognition channel, mutual (pair) information, complex (integrated) recognition system
Короткий адрес: https://sciup.org/146282519
IDR: 146282519 | DOI: 10.17516/1999-494X-0444
