Accurately tracking the position of machinery like tunnel borers or robots in underground environments is a major challenge. Standard GPS fails in these settings, and sensor systems like inertial navigation units accumulate large positioning errors over time. This paper presents a novel, data-driven solution to this problem. The core of our system is a powerful data processing framework that fuses these vast, real-time sensor datasets. Using a machine learning model, we correct the drift in the motion sensors, enabling highly accurate, real-time geological positioning.
| Mualliflar | Khonturaev, Sardorbek, Qayumov, Arslonbek |
|---|---|
| Jurnal | Techscience.uz - техника фанлари долзарб масалалри |
| Nashriyot | Жиззах политехника институти |
| ISSN | 3030-3702, 3030-3702 |
| Nashr sanasi | 2025-11-02 |
| Jild | 3 |
| Son | 10 |
| Betlar | 18-21 |
| Til | Ingliz |
| Ilmiy soha | Texnika |
| DOI | 10.47390/ts-v3i10y2025no3 |
| Indeksga qo‘shilgan | 2026-08-26 |
DOI: 10.47390/ts-v3i10y2025no3 · Maqolaning asl sahifasi
Real-Time Tracking, Geological Monitoring, Data-Driven System, Machine Learning, Big Data., Real vaqt rejimida kuzatish, geologik monitoring, ma'lumotlarga asoslangan tizim, mashinali oqitish, Big Data.
| APA | Khonturaev, Sardorbek, & Qayumov, Arslonbek (2025). ACCURATE REAL-TIME TRACKING IN GEOLOGY: A DATA-DRIVEN APPROACH. Techscience.uz - техника фанлари долзарб масалалри, 3(10), 18-21. https://doi.org/10.47390/ts-v3i10y2025no3 |
|---|---|
| GOST (OAK) | Khonturaev, Sardorbek, Qayumov, Arslonbek ACCURATE REAL-TIME TRACKING IN GEOLOGY: A DATA-DRIVEN APPROACH // Techscience.uz - техника фанлари долзарб масалалри. – 2025. – T. 3, № 10. – P. 18-21. – DOI: 10.47390/ts-v3i10y2025no3. |
| MLA | Khonturaev, Sardorbek, and Qayumov, Arslonbek. “ACCURATE REAL-TIME TRACKING IN GEOLOGY: A DATA-DRIVEN APPROACH.” Techscience.uz - техника фанлари долзарб масалалри, 3(10), 18-21, 2025. https://doi.org/10.47390/ts-v3i10y2025no3 |
| Chicago | Khonturaev, Sardorbek, and Qayumov, Arslonbek. “ACCURATE REAL-TIME TRACKING IN GEOLOGY: A DATA-DRIVEN APPROACH.” Techscience.uz - техника фанлари долзарб масалалри, 3(10), 18-21 (2025). https://doi.org/10.47390/ts-v3i10y2025no3 |
| Harvard | Khonturaev, Sardorbek, and Qayumov, Arslonbek (2025) ‘ACCURATE REAL-TIME TRACKING IN GEOLOGY: A DATA-DRIVEN APPROACH’, Techscience.uz - техника фанлари долзарб масалалри, 3(10), 18-21. https://doi.org/10.47390/ts-v3i10y2025no3 |
| BibTeX | @article{khonturaevsardorbek2025,
title = {ACCURATE REAL-TIME TRACKING IN GEOLOGY: A DATA-DRIVEN APPROACH},
author = {Khonturaev, Sardorbek and Qayumov, Arslonbek},
journal = {Techscience.uz - техника фанлари долзарб масалалри},
year = {2025},
volume = {3},
number = {10},
pages = {18-21},
doi = {10.47390/ts-v3i10y2025no3},
url = {https://doi.org/10.47390/ts-v3i10y2025no3}
} |
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