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Proceedings Paper

Algorithm of parallel: hierarchical transformation and its implementation on FPGA
Author(s): Leonid I. Timchenko; Mykola S. Petrovskiy; Natalia I. Kokryatskay; Alexander S. Barylo; Sofia V. Dembitska; Dmytro S. Stepanikuk; Batyrbek Suleimenov; Tomasz Zyska; Svetlana Uvaysova; Indira Shedreyeva
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Paper Abstract

In this paper considers the algorithm of laser beam spots image classification in atmospheric-optical transmission systems. It discusses the need for images filtering using adaptive methods, using, for example, parallel-hierarchical networks. The article also highlights the need to create high-speed memory devices for such networks. Implementation and simulation results of the developed method based on the PLD are demonstrated, which shows that the presented method gives 15-20% better prediction results than similar methods.

Paper Details

Date Published: 7 August 2017
PDF: 15 pages
Proc. SPIE 10445, Photonics Applications in Astronomy, Communications, Industry, and High Energy Physics Experiments 2017, 104451Z (7 August 2017); doi: 10.1117/12.2280906
Show Author Affiliations
Leonid I. Timchenko, Kiev Univ. of Economy and Transport Technology (Ukraine)
Mykola S. Petrovskiy, Kiev Univ. of Economy and Transport Technology (Ukraine)
Natalia I. Kokryatskay, Kiev Univ. of Economy and Transport Technology (Ukraine)
Alexander S. Barylo, Vinnytsia National Medical Univ. (Ukraine)
Sofia V. Dembitska, Vinnytsia National Technical Univ. (Ukraine)
Dmytro S. Stepanikuk, Kiev Univ. of Economy and Transport Technology (Ukraine)
Batyrbek Suleimenov, Kazakh National Research Technical Univ. after K. I. Satpaev (Kazakhstan)
Tomasz Zyska, Lublin Univ. of Technology (Poland)
Svetlana Uvaysova, National Research Univ. Higher School of Economics (Russian Federation)
Indira Shedreyeva, M.Kh. Dulaty Taraz State Univ. (Kazakhstan)


Published in SPIE Proceedings Vol. 10445:
Photonics Applications in Astronomy, Communications, Industry, and High Energy Physics Experiments 2017
Ryszard S. Romaniuk; Maciej Linczuk, Editor(s)

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