The Concept of Modeling Multidimensional Signals, Processes and Images in Hybrid Real-Time Artificial Intelligence Systems

This paper explores the modeling of multidimensional processes, signals and images. It provides a review of literature relevant to this scientific area, as well as a comparative analysis of methods for modeling multidimensional random fields was carried out. The harmonic simulation method which can...

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Bibliographic Details
Published in2024 6th International Youth Conference on Radio Electronics, Electrical and Power Engineering (REEPE) pp. 1 - 7
Main Authors Syuzev, Vladimir V., Proletarsky, Andrey V., Mikov, Dmitry A., Deykin, Ivan I.
Format Conference Proceeding
LanguageEnglish
Published IEEE 29.02.2024
Subjects
Gaussian random fields
Harmonic analysis
hybrid real-time artificial intelligence systems
Mathematical models
multidimensional signals
Multidimensional systems
Power engineering
Real-time systems
Reviews
Systems modeling
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Summary:This paper explores the modeling of multidimensional processes, signals and images. It provides a review of literature relevant to this scientific area, as well as a comparative analysis of methods for modeling multidimensional random fields was carried out. The harmonic simulation method which can be considered a subtype of the spectral method is presented. Examples of the use and prospects for the development of simulation multidimensional signals in hybrid real-time artificial intelligence systems are given.
ISSN:2831-7262
DOI:10.1109/REEPE60449.2024.10479674