Neural Network Component of Modern Information System on Mobile Platforms: LPI Cognitive Radar System
The problem of building modern systems for collecting, processing and presenting information for moving platforms, characterized by the presence of a neural network with deep learning, sensors with preprocessing, systems processing and presenting information, is considered. In modern systems the phy...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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V.M. Glushkov Institute of Cybernetics
2023-04-01
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| Series: | Кібернетика та комп'ютерні технології |
| Subjects: | |
| Online Access: | http://cctech.org.ua/13-vertikalnoe-menyu-en/461-abstract-23-1-7-arte |
| _version_ | 1797810798617165824 |
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| author | Mykola Kosovets Lilia Tovstenko |
| author_facet | Mykola Kosovets Lilia Tovstenko |
| author_sort | Mykola Kosovets |
| collection | DOAJ |
| description | The problem of building modern systems for collecting, processing and presenting information for moving platforms, characterized by the presence of a neural network with deep learning, sensors with preprocessing, systems processing and presenting information, is considered. In modern systems the physics of the processes does not change, and accordingly, the algorithm for extracting signals from under the noise doesn't change either but is supplemented by a neural network that learns in the process of processing information to perform an applied task. Implementation example shown the introduction of artificial intelligence technology for the design a cognitive radar on a moving platform facilitates the transition from adaptive systems to cognitive ones. |
| first_indexed | 2024-03-13T07:13:13Z |
| format | Article |
| id | doaj.art-b05e9b75407c45888dd9942408e6b59c |
| institution | Directory Open Access Journal |
| issn | 2707-4501 2707-451X |
| language | English |
| last_indexed | 2024-03-13T07:13:13Z |
| publishDate | 2023-04-01 |
| publisher | V.M. Glushkov Institute of Cybernetics |
| record_format | Article |
| series | Кібернетика та комп'ютерні технології |
| spelling | doaj.art-b05e9b75407c45888dd9942408e6b59c2023-06-05T16:17:03ZengV.M. Glushkov Institute of CyberneticsКібернетика та комп'ютерні технології2707-45012707-451X2023-04-011748810.34229/2707-451X.23.1.710-34229-2707-451X-23-1-7Neural Network Component of Modern Information System on Mobile Platforms: LPI Cognitive Radar SystemMykola Kosovets0https://orcid.org/0000-0001-8443-7805Lilia Tovstenko1Scientific-production enterprise “Quantor”, Kyiv, UkraineV.M. Glouchkov Institute of Cybernetics of the NAS of Ukraine, KyivThe problem of building modern systems for collecting, processing and presenting information for moving platforms, characterized by the presence of a neural network with deep learning, sensors with preprocessing, systems processing and presenting information, is considered. In modern systems the physics of the processes does not change, and accordingly, the algorithm for extracting signals from under the noise doesn't change either but is supplemented by a neural network that learns in the process of processing information to perform an applied task. Implementation example shown the introduction of artificial intelligence technology for the design a cognitive radar on a moving platform facilitates the transition from adaptive systems to cognitive ones.http://cctech.org.ua/13-vertikalnoe-menyu-en/461-abstract-23-1-7-arteartificial intellectdeep learningneural networkcognitive radarmultiprocessorfrequency modulation continuous waveradar cross-sectionsolid state transmitter |
| spellingShingle | Mykola Kosovets Lilia Tovstenko Neural Network Component of Modern Information System on Mobile Platforms: LPI Cognitive Radar System Кібернетика та комп'ютерні технології artificial intellect deep learning neural network cognitive radar multiprocessor frequency modulation continuous wave radar cross-section solid state transmitter |
| title | Neural Network Component of Modern Information System on Mobile Platforms: LPI Cognitive Radar System |
| title_full | Neural Network Component of Modern Information System on Mobile Platforms: LPI Cognitive Radar System |
| title_fullStr | Neural Network Component of Modern Information System on Mobile Platforms: LPI Cognitive Radar System |
| title_full_unstemmed | Neural Network Component of Modern Information System on Mobile Platforms: LPI Cognitive Radar System |
| title_short | Neural Network Component of Modern Information System on Mobile Platforms: LPI Cognitive Radar System |
| title_sort | neural network component of modern information system on mobile platforms lpi cognitive radar system |
| topic | artificial intellect deep learning neural network cognitive radar multiprocessor frequency modulation continuous wave radar cross-section solid state transmitter |
| url | http://cctech.org.ua/13-vertikalnoe-menyu-en/461-abstract-23-1-7-arte |
| work_keys_str_mv | AT mykolakosovets neuralnetworkcomponentofmoderninformationsystemonmobileplatformslpicognitiveradarsystem AT liliatovstenko neuralnetworkcomponentofmoderninformationsystemonmobileplatformslpicognitiveradarsystem |