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Yereraltı Maden İşçilerini Gerçek Zamanlı Takip Etmek İçin RFID Teknolojisine Dayalı Özgün Bir Entegrasyon Metodolojisi

Year 2018, , 603 - 610, 01.09.2018
https://doi.org/10.2339/politeknik.391793

Abstract

Son yıllarda birçok sektör
personellerini, kaynaklarını ve çalışan makinelerini güvenlik, koordinasyon ve
performans gibi farklı amaçlarla mekânsal olarak anlık bir şekilde takip etmek
istemektedirler. Personel takibinin amacı ve ihtiyaçlar, takibin şeklini
belirleyen en temel faktörlerdendir. Bu amaçla geliştirilen sistemler ihtiyaca
göre farklı teknolojiler barındırmaktadır. Dış ortamlarda küresel konumlama
sistemi GPS (global positioning system) ile gerçek-zamanlı konum, yüksek
hassasiyetle belirlenebilmektedir. Fakat kapalı ortamlarda konumlandırmalar
için önceki araştırma ve geliştirmeler daha çok kızılötesi, kablosuz LAN ve
ultrasonik üzerine yapılmıştır. Bu çalışma ile, Radyo Frekans (RFID) protokolü
ve arayüzü, açık kaynak kodlu bir Bilgi Sistemleri (BS) yazılımına entegre
edilmiştir. RFID'nin açık kaynak kodlu bir yazılıma entegrasyonu için “Tight
Entegrasyon” metodolojisi geliştirildi. Altlık olarak açık kaynak kodlu BS
kullanılması da mekânsal gösterim ve analiz imkânı sağladı. Geliştirilen
konumlandırma algoritması Java programlama dili ile kodlanmış olup, tamamen
özgün ve yenilikçidir. Algoritmada komşuluk, yön ve sinyal alınan en son
noktanın sağ ve solunda RFID okuyucu olup olmadığına dair filtreler
kullanılarak konumlandırmanın doğruluk hassasiyeti 20 metreye kadar arttırıldı.
Kullanılan metodoloji yer altı tuz madeninde test edildi ve başarılı bir
şekilde çalıştığı ispatlandı. Bu çalışma ile geliştirilen çalışma 5 farklı
madende işçi güvenliği ve takibi amacıyla kullanılmaktadır.  

References

  • [1] Curran, K. and Norrby, S., “RFID-enabled location determination within indoor environments”, International Journal of Ambient Computing and Intelligence, 1(4): 63-86, (2009).
  • [2] Gu, Y., Lo, A. and Niemegeers, I., “A survey of indoor positioning systems for wireless personal networks”, IEEE Communications Surveys & Tutorials, 11(1): 13-32, (2009).
  • [3] Amanna, A., Agrawal, A. and Manteghi, M., “Active rfıd for enhanced railway operations”, ASME. In: ASME 2010 Rail Transportation Division Fall Technical Conference, 31-37, (2010).
  • [4] Bouet, M. and Santos, A., “RFID tags: positioning principles and localization techniques”, In: 2008 1st IFIP Wireless Days, Dubai, 1-5, (2008).
  • [5] Yamano, K., Tanaka, K., Hirayama, M., Kondo, E., Kimura, Y. and Matsumoto, M., “Self-localization of mobile robots with rfıd system by using support vector machine”, In: Proc. IEEE int. Conf. İntelligent robotics and system. IEEE, 3756-3761, (2004).
  • [6] Cangialosi, A., Monaly Jr., J. and Yang, S., “Leveraging RFID in hospitals: Patient life cycle and mobility perspectives”, IEEE Communications Magazine, 45(9): 18-23, (2007).
  • [7] Ni, L., Liu, Y., Lau, Y. and Patil, A., “LANDMARC: Indoor location sensing using active rfıd”, Wireless Networks, 10(6): 701-710, (2004).
  • [8] Chen, T., Chang, C., Lin, J. and Yu, H., “Context-aware writing in ubiquitous learning environments”, In: Fifth IEEE International Conference on Wireless, Mobile, and Ubiquitous Technology in Education, 67-73, (2008).
  • [9] Smith, J., Fishkin, K., Jiang, B., Mamishev, A., Philipose, M., Rea, A., Roy, S. and Sundara-Rajan, K., “RFID-based techniques for human-activity detection” Communications of the ACM, 48(9): 39, (2005).
  • [10] Ravindranath, L., Padmanabhan, V. and Agrawal, P., “Sixthsense: Rfid-based enterprise intelligence”, In: International Conference on Mobile systems, applications, and services, 253-266, (2008).
  • [11] C. Hekimian-Williams, B. Grant, Xiuwen Liu, Zhenghao Zhang and P. Kumar, "Accurate localization of RFID tags using phase difference", 2010 IEEE International Conference on RFID (IEEE RFID 2010), Orlando, FL, 89-96 (2010). doi: 10.1109/RFID.2010.5467268
  • [12] Cavur, M. and Yılmaz, C., “Madenlerde Yazılım ve İş Güvenliği”, Mimar ve Mühendisler Dergisi, [online] (8), pp.70-71. Available at: http://doczz.biz.tr/doc/164792/pdf-i%CC%87ndir [Accessed 27 Mar. 2017], (2016).
  • [13] Çalışma ve Sosyal Güvenlik Bakanlığı., “Maden İşyerlerinde İş Sağlığı Ve Güvenliği Yönetmeliğinde Değişiklik Yapılması Hakkında Yönetmelik”, R29663 (Mart): 3., T.C. Resmi Gazete (2016).
  • [14] Goodchild, M., Haining, R. and Wise, S., “Integrating GIS and spatial data analysis: problems and possibilities”, International journal of geographical information systems, 6(5): 407-423, (1992).
  • [15] Anselin, L. and Getis, A., “Spatial statistical analysis and geographic information systems”, The Annals of Regional Science, 26(1): 19-33, (1992).
  • [16] Fotheringham, A., and Rogerson, P., “Spatial analysis and GIS. London”, Taylor & Francis, (1994).
  • [17] Goodchild, M., “Stepping over the line: technological constraints and the new cartography”, Cartography and Geographic Information Science, 15(3): 311-319, (1988).
  • [18] Karimi, H. and Houston, B., “Evaluating strategies for integrating environmental models with GIS: Current trends and future needs”, Computers, Environment and Urban Systems, 20(6): 413-425, (1996).
  • [19] Brandmeyer, J. and Karimi, H., “Coupling methodologies for environmental models”, Environmental Modelling & Software, 15(5): 479-488, (2000).
  • [20] Bailey, T. and Gatrell, A., “Interactive spatial data analysis”, Longman Scientific & Technical, 1st ed. Harlow Essex, England, (1995).
  • [21] Sui, D., and Maggio, R., “Integrating GIS with hydrological modeling: practices, problems, and prospects”, Computers, Environment And Urban Systems, 23(1): 33-51, (1999). http://dx.doi.org/10.1016/s0198-9715(98)00052-0
  • [22] Hahnel, D., Burgard, W., Fox, D., Fishkin, K. and Philipose, M., “Mapping and localization with RFID technology”, IEEE International Conference on Robotics and Automation, 1015-1020, (2004).
  • [23] Bahl, P. and Padmanabhan, V., “RADAR: An in-building rf-based user location and tracking system”, INFOCOM, (2000).
  • [24] Öktem, R. and Aydın, E., “An rfıd based ındoor tracking method for navigating visually ımpaired people”, In Turk J Elec Eng & Comp Sci, 18(2), (2010).
  • [25] Satman, M., “RCaller: a software library for calling R from java”, British Journal of Mathematics & Computer Science, 4(15): 2188-2196, (2014).
  • [26] Welbourne, E., Balazinska, M., Borriello, G. and Brunette, W., "Challenges for Pervasive RFID-Based Infrastructures", Pervasive Computing and Communications Workshops, PerCom Workshops '07. Fifth Annual IEEE International Conference on, White Plains, NY, 388-394, (2007).

A Unique Integration Methodology for RFID Technology to Track Underground Miners in Real-Time

Year 2018, , 603 - 610, 01.09.2018
https://doi.org/10.2339/politeknik.391793

Abstract

In recent years, many companies want to keep track of
their employees, sources and working machines due to various reasons, like
security, coordination, performance monitoring. The purpose and requirements
are the main factors that determine the methodology of tracking. The real-time
tracking can be determined with high precision in open areas with the global
positioning system (GPS). However, previous research and developments for
indoor tracking have mostly focused on infrared, wireless LAN and ultrasonic.
In this study, a Radio-Frequency Identification (RFID) protocol and interface
are integrated into an open source Information Systems (IS) software. A tight
coupling methodology is developed for integration of RFID into an open source
software. The use of open source software as a common interface also provides
better spatial display and analysis capabilities. The tracking algorithm is
completely unique, original and it is encoded in the Java programming language. In the algorithm, the accuracy of
locating the proximity, direction of miners and whether the RFID tag is on the
right and left of the last point of RFID receiver is determined with 20 m
accuracy. The system was tested in an underground salt mine. The developed
methodology and system are now being
commercialized in Turkey.

References

  • [1] Curran, K. and Norrby, S., “RFID-enabled location determination within indoor environments”, International Journal of Ambient Computing and Intelligence, 1(4): 63-86, (2009).
  • [2] Gu, Y., Lo, A. and Niemegeers, I., “A survey of indoor positioning systems for wireless personal networks”, IEEE Communications Surveys & Tutorials, 11(1): 13-32, (2009).
  • [3] Amanna, A., Agrawal, A. and Manteghi, M., “Active rfıd for enhanced railway operations”, ASME. In: ASME 2010 Rail Transportation Division Fall Technical Conference, 31-37, (2010).
  • [4] Bouet, M. and Santos, A., “RFID tags: positioning principles and localization techniques”, In: 2008 1st IFIP Wireless Days, Dubai, 1-5, (2008).
  • [5] Yamano, K., Tanaka, K., Hirayama, M., Kondo, E., Kimura, Y. and Matsumoto, M., “Self-localization of mobile robots with rfıd system by using support vector machine”, In: Proc. IEEE int. Conf. İntelligent robotics and system. IEEE, 3756-3761, (2004).
  • [6] Cangialosi, A., Monaly Jr., J. and Yang, S., “Leveraging RFID in hospitals: Patient life cycle and mobility perspectives”, IEEE Communications Magazine, 45(9): 18-23, (2007).
  • [7] Ni, L., Liu, Y., Lau, Y. and Patil, A., “LANDMARC: Indoor location sensing using active rfıd”, Wireless Networks, 10(6): 701-710, (2004).
  • [8] Chen, T., Chang, C., Lin, J. and Yu, H., “Context-aware writing in ubiquitous learning environments”, In: Fifth IEEE International Conference on Wireless, Mobile, and Ubiquitous Technology in Education, 67-73, (2008).
  • [9] Smith, J., Fishkin, K., Jiang, B., Mamishev, A., Philipose, M., Rea, A., Roy, S. and Sundara-Rajan, K., “RFID-based techniques for human-activity detection” Communications of the ACM, 48(9): 39, (2005).
  • [10] Ravindranath, L., Padmanabhan, V. and Agrawal, P., “Sixthsense: Rfid-based enterprise intelligence”, In: International Conference on Mobile systems, applications, and services, 253-266, (2008).
  • [11] C. Hekimian-Williams, B. Grant, Xiuwen Liu, Zhenghao Zhang and P. Kumar, "Accurate localization of RFID tags using phase difference", 2010 IEEE International Conference on RFID (IEEE RFID 2010), Orlando, FL, 89-96 (2010). doi: 10.1109/RFID.2010.5467268
  • [12] Cavur, M. and Yılmaz, C., “Madenlerde Yazılım ve İş Güvenliği”, Mimar ve Mühendisler Dergisi, [online] (8), pp.70-71. Available at: http://doczz.biz.tr/doc/164792/pdf-i%CC%87ndir [Accessed 27 Mar. 2017], (2016).
  • [13] Çalışma ve Sosyal Güvenlik Bakanlığı., “Maden İşyerlerinde İş Sağlığı Ve Güvenliği Yönetmeliğinde Değişiklik Yapılması Hakkında Yönetmelik”, R29663 (Mart): 3., T.C. Resmi Gazete (2016).
  • [14] Goodchild, M., Haining, R. and Wise, S., “Integrating GIS and spatial data analysis: problems and possibilities”, International journal of geographical information systems, 6(5): 407-423, (1992).
  • [15] Anselin, L. and Getis, A., “Spatial statistical analysis and geographic information systems”, The Annals of Regional Science, 26(1): 19-33, (1992).
  • [16] Fotheringham, A., and Rogerson, P., “Spatial analysis and GIS. London”, Taylor & Francis, (1994).
  • [17] Goodchild, M., “Stepping over the line: technological constraints and the new cartography”, Cartography and Geographic Information Science, 15(3): 311-319, (1988).
  • [18] Karimi, H. and Houston, B., “Evaluating strategies for integrating environmental models with GIS: Current trends and future needs”, Computers, Environment and Urban Systems, 20(6): 413-425, (1996).
  • [19] Brandmeyer, J. and Karimi, H., “Coupling methodologies for environmental models”, Environmental Modelling & Software, 15(5): 479-488, (2000).
  • [20] Bailey, T. and Gatrell, A., “Interactive spatial data analysis”, Longman Scientific & Technical, 1st ed. Harlow Essex, England, (1995).
  • [21] Sui, D., and Maggio, R., “Integrating GIS with hydrological modeling: practices, problems, and prospects”, Computers, Environment And Urban Systems, 23(1): 33-51, (1999). http://dx.doi.org/10.1016/s0198-9715(98)00052-0
  • [22] Hahnel, D., Burgard, W., Fox, D., Fishkin, K. and Philipose, M., “Mapping and localization with RFID technology”, IEEE International Conference on Robotics and Automation, 1015-1020, (2004).
  • [23] Bahl, P. and Padmanabhan, V., “RADAR: An in-building rf-based user location and tracking system”, INFOCOM, (2000).
  • [24] Öktem, R. and Aydın, E., “An rfıd based ındoor tracking method for navigating visually ımpaired people”, In Turk J Elec Eng & Comp Sci, 18(2), (2010).
  • [25] Satman, M., “RCaller: a software library for calling R from java”, British Journal of Mathematics & Computer Science, 4(15): 2188-2196, (2014).
  • [26] Welbourne, E., Balazinska, M., Borriello, G. and Brunette, W., "Challenges for Pervasive RFID-Based Infrastructures", Pervasive Computing and Communications Workshops, PerCom Workshops '07. Fifth Annual IEEE International Conference on, White Plains, NY, 388-394, (2007).
There are 26 citations in total.

Details

Primary Language Turkish
Subjects Engineering
Journal Section Research Article
Authors

Mahmut Çavur

Publication Date September 1, 2018
Submission Date May 14, 2017
Published in Issue Year 2018

Cite

APA Çavur, M. (2018). Yereraltı Maden İşçilerini Gerçek Zamanlı Takip Etmek İçin RFID Teknolojisine Dayalı Özgün Bir Entegrasyon Metodolojisi. Politeknik Dergisi, 21(3), 603-610. https://doi.org/10.2339/politeknik.391793
AMA Çavur M. Yereraltı Maden İşçilerini Gerçek Zamanlı Takip Etmek İçin RFID Teknolojisine Dayalı Özgün Bir Entegrasyon Metodolojisi. Politeknik Dergisi. September 2018;21(3):603-610. doi:10.2339/politeknik.391793
Chicago Çavur, Mahmut. “Yereraltı Maden İşçilerini Gerçek Zamanlı Takip Etmek İçin RFID Teknolojisine Dayalı Özgün Bir Entegrasyon Metodolojisi”. Politeknik Dergisi 21, no. 3 (September 2018): 603-10. https://doi.org/10.2339/politeknik.391793.
EndNote Çavur M (September 1, 2018) Yereraltı Maden İşçilerini Gerçek Zamanlı Takip Etmek İçin RFID Teknolojisine Dayalı Özgün Bir Entegrasyon Metodolojisi. Politeknik Dergisi 21 3 603–610.
IEEE M. Çavur, “Yereraltı Maden İşçilerini Gerçek Zamanlı Takip Etmek İçin RFID Teknolojisine Dayalı Özgün Bir Entegrasyon Metodolojisi”, Politeknik Dergisi, vol. 21, no. 3, pp. 603–610, 2018, doi: 10.2339/politeknik.391793.
ISNAD Çavur, Mahmut. “Yereraltı Maden İşçilerini Gerçek Zamanlı Takip Etmek İçin RFID Teknolojisine Dayalı Özgün Bir Entegrasyon Metodolojisi”. Politeknik Dergisi 21/3 (September 2018), 603-610. https://doi.org/10.2339/politeknik.391793.
JAMA Çavur M. Yereraltı Maden İşçilerini Gerçek Zamanlı Takip Etmek İçin RFID Teknolojisine Dayalı Özgün Bir Entegrasyon Metodolojisi. Politeknik Dergisi. 2018;21:603–610.
MLA Çavur, Mahmut. “Yereraltı Maden İşçilerini Gerçek Zamanlı Takip Etmek İçin RFID Teknolojisine Dayalı Özgün Bir Entegrasyon Metodolojisi”. Politeknik Dergisi, vol. 21, no. 3, 2018, pp. 603-10, doi:10.2339/politeknik.391793.
Vancouver Çavur M. Yereraltı Maden İşçilerini Gerçek Zamanlı Takip Etmek İçin RFID Teknolojisine Dayalı Özgün Bir Entegrasyon Metodolojisi. Politeknik Dergisi. 2018;21(3):603-10.
 
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