Application of convolutional neural networks for improving the accuracy of multistatic localization of radio emission sources

• Date: 2025
• Main Author: Dziuba, Volodymyr
• Format: Article
• Language: Ukrainian
• Published: Kyiv National University of Construction and Architecture 2025
• Subjects: information technologies; ecosystem; marine waters; geographic information systems; control system; military influence; spectral channels; remote methods
• Online Access: https://es-journal.in.ua/article/view/343599
• Journal Title: Environmental safety and natural resources

The study addresses the scientific and practical problem of improving the accuracy of localization of radio emission sources (RES) in the high-frequency (HF) band by combining classical direction-finding and amplitude analysis methods with modern intelligent technologies. The relevance of the proble...