CFP last date
20 January 2025
Reseach Article

Tracking of Excavators in the Artisanal Small-Scale Mining Sector in Ghana using TX 140-4G Tracker

by Akpah Sylvester, Selasie Vondee, Desmond Boahen
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 185 - Number 16
Year of Publication: 2023
Authors: Akpah Sylvester, Selasie Vondee, Desmond Boahen
10.5120/ijca2023922855

Akpah Sylvester, Selasie Vondee, Desmond Boahen . Tracking of Excavators in the Artisanal Small-Scale Mining Sector in Ghana using TX 140-4G Tracker. International Journal of Computer Applications. 185, 16 ( Jun 2023), 18-24. DOI=10.5120/ijca2023922855

@article{ 10.5120/ijca2023922855,
author = { Akpah Sylvester, Selasie Vondee, Desmond Boahen },
title = { Tracking of Excavators in the Artisanal Small-Scale Mining Sector in Ghana using TX 140-4G Tracker },
journal = { International Journal of Computer Applications },
issue_date = { Jun 2023 },
volume = { 185 },
number = { 16 },
month = { Jun },
year = { 2023 },
issn = { 0975-8887 },
pages = { 18-24 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume185/number16/32778-2023922855/ },
doi = { 10.5120/ijca2023922855 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-07T01:26:13.366078+05:30
%A Akpah Sylvester
%A Selasie Vondee
%A Desmond Boahen
%T Tracking of Excavators in the Artisanal Small-Scale Mining Sector in Ghana using TX 140-4G Tracker
%J International Journal of Computer Applications
%@ 0975-8887
%V 185
%N 16
%P 18-24
%D 2023
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Tracking earth-moving and mining equipment particularly, excavators operating in all mining districts in Ghana have become necessary as the Government through the Minerals Commission seeks to regularise the Artisanal and Small-Scale Mining sector and stop the indiscriminate environmental degradation arising from the use of this equipment. To this end, the Minerals Commission has launched the Ghana Mine Repository and Tracking Control Room to monitor and track all excavators operating in mining districts in Ghana. The goal is to restrict each excavator to operate on a licensed mining concession at a time. To achieve this, a TX 140-4G Iridium tracker was pre-programmed and deployed. The TX 140-4G tracker makes use of Global Positioning System (GPS) and Global System for Mobile Communication (GSM) technology was fixed inside an excavator whose position needs to be determined and tracked in real-time. Geographic coordinates (i.e., longitude and latitude) of the excavators were received through the onboard GPS module in the control room. Communication with the tracker was established via the onboard GSM module. To ensure that each excavator operates on a concession at a time, all licensed concessions were geo-fenced and paired to all tracked excavators. Geographic Information System was used to generate buffer zones 50 meters from the actual concession boundary of each concession. A buzzer was introduced to produce a beeping sound anytime an excavator enters the buffer zone and will continue beeping until the excavator moves back into the actual concession area. Once an excavator crosses the actual concession boundary, its engine is automatically disengaged. Google Maps Application Programming Interface (API) was used to display the icons of excavators on the map in the control room.

References
  1. J. Mantey, F. Owusu-Nimo, K. Nyarko, and A. Aubynn, "Operational dynamics of “galamsey” within eleven selected districts of western region of ghana", Journal of Mining and Environment, Vol. 8, pp. 11 – 34, April 2017.
  2. F. Owusu-Nimo, J. Mantey, K. B. Nyarko, E. Appiah-Effah, and A. Aubynn, "Spatial distribution patterns of illegal artisanal small-scale gold mining (galamsey) operations in ghana: a focus on the western region", Heliyon, Vol. 4, 534 pp, 2018.
  3. K. J. Bansah, "From diurnal to nocturnal: surviving in a chaotic artisanal and small-scale mining sector", Journal of resources policy, Vol. 64, pp. 1 – 8, 2019.
  4. J. Ontoyin, and I. Agyemang, "Small-scale mining and its impacts on the natural environment: a case of yale, datuku and digare communities in the talensi-nabdam district of northern ghana", Journal of Scientific Research, Vol. 1, pp. 7 – 18, 2014.
  5. K. J. Bansah, A. B. Yalley, and N. Dumakor-Dupey, "The hazardous nature of small-scale underground mining in ghana", Journal of Sustainable Mining, Vol. 15, pp. 8-25, 2016.
  6. K. Bansah, N. Dumakor-Dupey, E. Stemn, and G. Galecki, "Mutualism, commensalism or parasitism? perspectives on tailings trade between large-scale and artisanal and small-scale gold mining in ghana", Resources Policy, Vol. 57, pp. 246- 254, 2018.
  7. G. Crawford, and G. Botchwey, “Conflict, collusion and corruption in small-scale gold mining in ghana: chinese miners and the state”, Journal of Commonwealth and Comparative Politics, Vol. 55, pp. 444 – 470, 2017.
  8. G. Hilson, and A. Hilson, Mining in ghana critical reflections on a turbulent past and uncertain future, Oxford University Press, UK, pp. 261 – 278, 2017.
  9. K. J. Bansah, "From diurnal to nocturnal: surviving in a chaotic artisanal and small-scale mining sector", Journal of Resources Policy, Vol. 64, No. 6, pp. 1 – 8, 2019.
  10. T. R. Zolnikov, "Effects of the government's ban in ghana on women in artisanal and small-scale gold mining", Journal of Resources Policy, Vol. 65, No. 16, pp. 1 – 6, 2020.
  11. I. Bhattacherjee, N. Singh, S. S. Anand, and V. Tiwari, “vehicle tracking and locking system using gps and gsm”, International Advanced Research Journal in Science, Engineering and Technology, Vol. 4, pp. 55 – 60, 2017.
  12. E. R. Azar, and B. McCabe, “Part-based model and spatial–temporal reasoning to recognize hydraulic excavators in construction images and videos”, Journal of Automation and Construction, Vol. 24, pp. 194–202, 2012.
  13. R. Navon, (2007), “Research in automated measurement of project performance indicators, Journal of Automation and Construction, Vol. 16, pp. 176–188.
  14. D. Rawat, D. K. Yadav, and S. K. Mahajan, “GPS-GSM based vehicle tracking system with google map monitoring”, International Journal of Advanced Research in Science and Engineering, Vol. 7, pp. 53 – 61, 2018.
  15. M. Parvez, K. Ahmed, Q. Mahfuz, and M. Rahman, "A Theoretical Model of GSM Network Based Vehicle Tracking System", International Proceedings of Electrical and Computer Engineering (ICECE), pp. 594 – 597, 2010.
  16. R. Ramani, S. Valarmathy, D. N. Suthanthira Vanitha, S. Selvaraju, R. Thiruppathi, M. Thangam, "Vehicle Tracking and Locking System Based on GSM and GPS," International Journal of Intelligent Systems and Applications, Vol. 9, pp. 89-93, 2013.
  17. P. P. Wankhade, and P. S. Dahad, "Real time vehicle locking and tracking system using gsm and gps technology-an anti-theft system," International Journal of Technology and Engineering System (IJTES), Vol. 2, pp. 272 – 275, 2011.
  18. M. N. Ramadan, M. A. Al-Khedher, and S. Al-Kheder, "Intelligent anti-theft and tracking system for automobile", International Journal of Machine Learning and Computing, Vol. 2, pp. 88 – 92, 2012.
  19. P. Jyothi, and G. Harish, “Design and implementation of real-time vehicle monitoring, tracking and controlling system”, International Proceedings on Communication and Electronics Systems (ICCES-2016), pp. 564 – 567, 2016.
  20. P. Verma, and J. Bhatia, "Design and development of gpsgsm based tracking system with googlemap based monitoring", International Journal of Computer Science, Engineering and Applications (IJCSEA), Vol. 3, pp. 33 – 40, 2013.
  21. W. El-Medany, A. Al-Omary, R. Al-Hakim, S. Al-Irhayim, and M. Nusaif, "A cost-effective real-time tracking system prototype using integrated gps/gprs module," International Proceedings on In Wireless and Mobile Communications (ICWMC), pp. 1 – 5, 2010.
  22. H. Lee, D. Kim, D. Kim, and S. Y. Bang, "Real-time automatic vehicle management system using vehicle tracking and car plate number identification," International Proceedings on Multimedia and Expo. ICME ’03, pp. 1-12, Vol. 3, 2003.
  23. A. Dewandaru, M. Said, A. N. Matori, and U. T. Petronas, "A novel map-matching algorithm to improve vehicle tracking system accuracy", International Proceedings on Intelligent and Advanced Systems, Vol. 6, pp. 116 - 122, 2007.
  24. K. Maurya, M. Singh, and N. Jain, “Real-time vehicle tracking system using gsm and gps technology- an anti-theft tracking system,” International Journal of Electronics and Computer Science Engineering, Vol. 1, pp. 1103 – 1107, 2012.
  25. V. Kulkarni, and V. Babu, “Embedded smart car security system on face detection”, International Journal of Computer and Communication Technology, Vol. 5, pp. 176 – 180, 2014.
  26. V. Ramya, B. Palaniappan, and K. Karthick, “Embedded controller for vehicle in-front obstacle detection and cabin safety alert system”, International Journal of Computer Science & Information Technology (IJCSIT), Vol 4, pp. 117 – 131, 2012.
Index Terms

Computer Science
Information Sciences

Keywords

Excavator Tracking GPS GSM Ghana Mine Repository and Tracking Control Room Environmental Degradation.