Application of artificial intelligence algorithms in dynamic traffic allocation for 5G/6G mobile communication networks

Orifjonova M.A

Science time · 2026-yil

Annotatsiya

This article analyzes the theoretical and practical aspects of applying artificial intelligence algorithms for dynamic traffic allocation in 5G and 6G mobile communication networks. The study examines the rapid growth of network traffic, the need for efficient utilization of network resources, and the importance of improving Quality of Service in modern telecommunication systems. Particular attention is given to the application of machine learning, deep learning, and reinforcement learning algorithms for traffic prediction, resource optimization, and load balancing. The advantages of AI-based traffic management systems in enhancing network performance, reducing latency, and improving energy efficiency are also discussed. The findings indicate that artificial intelligence technologies will become a fundamental component of network management in future 6G communication systems and intelligent wireless infrastructures.

Maqola ma’lumotlari
MualliflarOrifjonova M.A
JurnalScience time
NashriyotАжиниёз номидаги Нукус давлат педагогика институти
ISSN2992-8850
Nashr sanasi2026-06-06
Jild4
Son6/1
Betlar115-121
TilIngliz
Ilmiy sohaPedagogika
DOI10.66345/stj.6681
Indeksga qo‘shilgan2026-08-27

DOI: 10.66345/stj.6681 · Maqolaning asl sahifasi

Kalit so‘zlar

5G, 6G, artificial intelligence, machine learning, deep learning, dynamic traffic allocation, telecommunications, network optimization

Ilmiy soha

Pedagogika

Iqtibos keltirish

APAOrifjonova M.A (2026). APPLICATION OF ARTIFICIAL INTELLIGENCE ALGORITHMS IN DYNAMIC TRAFFIC ALLOCATION FOR 5G/6G MOBILE COMMUNICATION NETWORKS. Science time, 4(6/1), 115-121. https://doi.org/10.66345/stj.6681
GOST (OAK)Orifjonova M.A APPLICATION OF ARTIFICIAL INTELLIGENCE ALGORITHMS IN DYNAMIC TRAFFIC ALLOCATION FOR 5G/6G MOBILE COMMUNICATION NETWORKS // Science time. – 2026. – T. 4, № 6/1. – P. 115-121. – DOI: 10.66345/stj.6681.
MLAOrifjonova M.A. “APPLICATION OF ARTIFICIAL INTELLIGENCE ALGORITHMS IN DYNAMIC TRAFFIC ALLOCATION FOR 5G/6G MOBILE COMMUNICATION NETWORKS.” Science time, 4(6/1), 115-121, 2026. https://doi.org/10.66345/stj.6681
ChicagoOrifjonova M.A. “APPLICATION OF ARTIFICIAL INTELLIGENCE ALGORITHMS IN DYNAMIC TRAFFIC ALLOCATION FOR 5G/6G MOBILE COMMUNICATION NETWORKS.” Science time, 4(6/1), 115-121 (2026). https://doi.org/10.66345/stj.6681
HarvardOrifjonova M.A (2026) ‘APPLICATION OF ARTIFICIAL INTELLIGENCE ALGORITHMS IN DYNAMIC TRAFFIC ALLOCATION FOR 5G/6G MOBILE COMMUNICATION NETWORKS’, Science time, 4(6/1), 115-121. https://doi.org/10.66345/stj.6681
BibTeX
@article{orifjonovama2026,
  title = {APPLICATION OF ARTIFICIAL INTELLIGENCE ALGORITHMS IN DYNAMIC TRAFFIC ALLOCATION FOR 5G/6G MOBILE COMMUNICATION NETWORKS},
  author = {Orifjonova M.A},
  journal = {Science time},
  year = {2026},
  volume = {4},
  number = {6/1},
  pages = {115-121},
  doi = {10.66345/stj.6681},
  url = {https://doi.org/10.66345/stj.6681}
}

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