A new type of signal’s representation that can be restored by artificial intelligence methods when parts of the data are lost

• Datum: 2026
• Hauptverfasser: Додонов, В. О., Гасанов, Е. І., Ізварін, Є. І., Отрох, С. І., Сегеда, І. В.
• Format: Artikel
• Sprache: Ukrainisch
• Veröffentlicht: Інститут проблем реєстрації інформації НАН України 2026
• Schlagworte: artificial intelligence; system survivability; neural networks; digital signal processing; data recovery; radio signal
• Online Zugang: https://drsp.ipri.kiev.ua/article/view/363162
• Назва журналу: Data Recording, Storage & Processing

The study develops a new type of radio signal’s representation adapted for recovery using artificial intelligence methods under conditions of partial data loss and destructive interference. It is demonstrated that traditional digital signal processing approaches based on classical I/Q representation...