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.
| Mualliflar | Khaytbayev , Aybek |
|---|---|
| Jurnal | Techscience.uz - техника фанлари долзарб масалалри |
| Nashriyot | Жиззах политехника институти |
| ISSN | 3030-3702, 3030-3702 |
| Nashr sanasi | 2026-09-16 |
| Jild | 4 |
| Son | 9 |
| Betlar | 74-88 |
| Til | Ingliz |
| Ilmiy soha | Texnika |
| DOI | 10.47390/ts-v4i9y2026n09 |
| Indeksga qo‘shilgan | 2026-09-17 |
DOI: 10.47390/ts-v4i9y2026n09 · Maqolaning asl sahifasi
cluster, wireless sensor network, cluster head, energy efficiency, base station., klaster, simsiz sensor tarmoq, bosh tugun, energiya samaradorlik. tayanch stansiya.
| APA | Khaytbayev , Aybek (2026). SELECTION OF AN ENERGY-EFFICIENT CLUSTER HEAD IN WIRELESS SENSOR NETWORKS BASED ON AN IMPROVED OPTIMIZED SEARCH ALGORITHM. Techscience.uz - техника фанлари долзарб масалалри, 4(9), 74-88. https://doi.org/10.47390/ts-v4i9y2026n09 |
|---|---|
| GOST (OAK) | Khaytbayev , Aybek SELECTION OF AN ENERGY-EFFICIENT CLUSTER HEAD IN WIRELESS SENSOR NETWORKS BASED ON AN IMPROVED OPTIMIZED SEARCH ALGORITHM // Techscience.uz - техника фанлари долзарб масалалри. – 2026. – T. 4, № 9. – P. 74-88. – DOI: 10.47390/ts-v4i9y2026n09. |
| MLA | Khaytbayev , Aybek. “SELECTION OF AN ENERGY-EFFICIENT CLUSTER HEAD IN WIRELESS SENSOR NETWORKS BASED ON AN IMPROVED OPTIMIZED SEARCH ALGORITHM.” Techscience.uz - техника фанлари долзарб масалалри, 4(9), 74-88, 2026. https://doi.org/10.47390/ts-v4i9y2026n09 |
| Chicago | Khaytbayev , Aybek. “SELECTION OF AN ENERGY-EFFICIENT CLUSTER HEAD IN WIRELESS SENSOR NETWORKS BASED ON AN IMPROVED OPTIMIZED SEARCH ALGORITHM.” Techscience.uz - техника фанлари долзарб масалалри, 4(9), 74-88 (2026). https://doi.org/10.47390/ts-v4i9y2026n09 |
| Harvard | Khaytbayev , Aybek (2026) ‘SELECTION OF AN ENERGY-EFFICIENT CLUSTER HEAD IN WIRELESS SENSOR NETWORKS BASED ON AN IMPROVED OPTIMIZED SEARCH ALGORITHM’, Techscience.uz - техника фанлари долзарб масалалри, 4(9), 74-88. https://doi.org/10.47390/ts-v4i9y2026n09 |
| BibTeX | @article{khaytbayevaybek2026,
title = {SELECTION OF AN ENERGY-EFFICIENT CLUSTER HEAD IN WIRELESS SENSOR NETWORKS BASED ON AN IMPROVED OPTIMIZED SEARCH ALGORITHM},
author = {Khaytbayev , Aybek},
journal = {Techscience.uz - техника фанлари долзарб масалалри},
year = {2026},
volume = {4},
number = {9},
pages = {74-88},
doi = {10.47390/ts-v4i9y2026n09},
url = {https://doi.org/10.47390/ts-v4i9y2026n09}
} |
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