Technologies of artificial intelligence in optical communication and their integration into intelligent tutoring systems

Maxamadov , Rustam, Djamatov , Mustafa

Innovation science and technologiy · 2026-yil

Annotatsiya

This article explores the application of artificial intelligence (AI) in optical communication technologies and itsintegration into intelligent tutoring systems (ITS). Optical communication, as a backbone of high-speed data transmission,requires optimization methods to reduce noise, minimize errors, and ensure adaptive control. AI techniques such asdeep learning, Bayesian algorithms, and ant colony optimization are widely employed for signal processing and adaptivemodulation in optical networks. The research further highlights how AI-based modeling of optical communication processescan be embedded in ITS platforms to provide real-time simulations for learners. This integration enhances practical skills,supports adaptive learning strategies, and improves the quality of education in engineering and military higher educationinstitutions. The study demonstrates that such an approach increases students’ comprehension efficiency by 30% anddecreases communication error modeling by up to 25%.

Maqola ma’lumotlari
MualliflarMaxamadov , Rustam, Djamatov , Mustafa
JurnalInnovation science and technologiy
NashriyotТошкент давлат иқтисодиёт университети
Nashr sanasi2026-03-01
Jild2
Son3
TilIngliz
Ilmiy sohaTexnika
DOI10.5281/zenodo.19080843
Indeksga qo‘shilgan2026-08-26

DOI: 10.5281/zenodo.19080843 · Maqolaning asl sahifasi

Kalit so‘zlar

optical communication, artificial intelligence, intelligent tutoring systems, adaptive learning, signal processing

Ilmiy soha

Texnika

Iqtibos keltirish

APAMaxamadov , Rustam, & Djamatov , Mustafa (2026). TECHNOLOGIES OF ARTIFICIAL INTELLIGENCE IN OPTICAL COMMUNICATION AND THEIR INTEGRATION INTO INTELLIGENT TUTORING SYSTEMS. Innovation science and technologiy, 2(3). https://doi.org/10.5281/zenodo.19080843
GOST (OAK)Maxamadov , Rustam, Djamatov , Mustafa TECHNOLOGIES OF ARTIFICIAL INTELLIGENCE IN OPTICAL COMMUNICATION AND THEIR INTEGRATION INTO INTELLIGENT TUTORING SYSTEMS // Innovation science and technologiy. – 2026. – T. 2, № 3. – DOI: 10.5281/zenodo.19080843.
MLAMaxamadov , Rustam, and Djamatov , Mustafa. “TECHNOLOGIES OF ARTIFICIAL INTELLIGENCE IN OPTICAL COMMUNICATION AND THEIR INTEGRATION INTO INTELLIGENT TUTORING SYSTEMS.” Innovation science and technologiy, 2(3), 2026. https://doi.org/10.5281/zenodo.19080843
ChicagoMaxamadov , Rustam, and Djamatov , Mustafa. “TECHNOLOGIES OF ARTIFICIAL INTELLIGENCE IN OPTICAL COMMUNICATION AND THEIR INTEGRATION INTO INTELLIGENT TUTORING SYSTEMS.” Innovation science and technologiy, 2(3) (2026). https://doi.org/10.5281/zenodo.19080843
HarvardMaxamadov , Rustam, and Djamatov , Mustafa (2026) ‘TECHNOLOGIES OF ARTIFICIAL INTELLIGENCE IN OPTICAL COMMUNICATION AND THEIR INTEGRATION INTO INTELLIGENT TUTORING SYSTEMS’, Innovation science and technologiy, 2(3). https://doi.org/10.5281/zenodo.19080843
BibTeX
@article{maxamadovrustam2026,
  title = {TECHNOLOGIES OF ARTIFICIAL INTELLIGENCE IN OPTICAL COMMUNICATION AND THEIR INTEGRATION INTO INTELLIGENT TUTORING SYSTEMS},
  author = {Maxamadov , Rustam and Djamatov , Mustafa},
  journal = {Innovation science and technologiy},
  year = {2026},
  volume = {2},
  number = {3},
  doi = {10.5281/zenodo.19080843},
  url = {https://doi.org/10.5281/zenodo.19080843}
}

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