Selecting a cluster headnode for wireless sensor networks based on neural networks

Khaytbayev , Aybek

Techscience.uz - техника фанлари долзарб масалалри · 2025-yil

Annotatsiya

This paper describes the experience of implementing the proposed neural network (NN) based routing protocol algorithm. This approach aims to improve the clustering efficiency. Energy consumption is an important factor for wireless sensor networks (WSNs). Our solution based on the neural network tool and the LEACH (Low Energy Adaptive Clustering Hierarchy) routing protocol introduces the energy consumption criterion for the cluster head (CHH) selection process. The sensor node with the highest energy level is selected as the cluster head. The simulation results show that the proposed solution performs better than the classic LEACH.

Maqola ma’lumotlari
MualliflarKhaytbayev , Aybek
JurnalTechscience.uz - техника фанлари долзарб масалалри
NashriyotЖиззах политехника институти
ISSN3030-3702, 3030-3702
Nashr sanasi2025-07-16
Jild3
Son4
Betlar33-42
TilIngliz
Ilmiy sohaTexnika
DOI10.47390/issn3030-3702v3i4y2025n06
Indeksga qo‘shilgan2026-08-26

DOI: 10.47390/issn3030-3702v3i4y2025n06 · Maqolaning asl sahifasi

Kalit so‘zlar

wireless sensor network, neural network, head node, cluster, LEACH, LEACHNN, energy efficiency, machine learning., simsiz sensor tarmoq, neyron tarmoq, bosh tugun, klaster, LEACH, LEACHNN, energiya samaradorlik. mashinali oʻqitish.

Ilmiy soha

Texnika

Iqtibos keltirish

APAKhaytbayev , Aybek (2025). SELECTING A CLUSTER HEADNODE FOR WIRELESS SENSOR NETWORKS BASED ON NEURAL NETWORKS. Techscience.uz - техника фанлари долзарб масалалри, 3(4), 33-42. https://doi.org/10.47390/issn3030-3702v3i4y2025n06
GOST (OAK)Khaytbayev , Aybek SELECTING A CLUSTER HEADNODE FOR WIRELESS SENSOR NETWORKS BASED ON NEURAL NETWORKS // Techscience.uz - техника фанлари долзарб масалалри. – 2025. – T. 3, № 4. – P. 33-42. – DOI: 10.47390/issn3030-3702v3i4y2025n06.
MLAKhaytbayev , Aybek. “SELECTING A CLUSTER HEADNODE FOR WIRELESS SENSOR NETWORKS BASED ON NEURAL NETWORKS.” Techscience.uz - техника фанлари долзарб масалалри, 3(4), 33-42, 2025. https://doi.org/10.47390/issn3030-3702v3i4y2025n06
ChicagoKhaytbayev , Aybek. “SELECTING A CLUSTER HEADNODE FOR WIRELESS SENSOR NETWORKS BASED ON NEURAL NETWORKS.” Techscience.uz - техника фанлари долзарб масалалри, 3(4), 33-42 (2025). https://doi.org/10.47390/issn3030-3702v3i4y2025n06
HarvardKhaytbayev , Aybek (2025) ‘SELECTING A CLUSTER HEADNODE FOR WIRELESS SENSOR NETWORKS BASED ON NEURAL NETWORKS’, Techscience.uz - техника фанлари долзарб масалалри, 3(4), 33-42. https://doi.org/10.47390/issn3030-3702v3i4y2025n06
BibTeX
@article{khaytbayevaybek2025,
  title = {SELECTING A CLUSTER HEADNODE FOR WIRELESS SENSOR NETWORKS BASED ON NEURAL NETWORKS},
  author = {Khaytbayev , Aybek},
  journal = {Techscience.uz - техника фанлари долзарб масалалри},
  year = {2025},
  volume = {3},
  number = {4},
  pages = {33-42},
  doi = {10.47390/issn3030-3702v3i4y2025n06},
  url = {https://doi.org/10.47390/issn3030-3702v3i4y2025n06}
}

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