Journal of the Korea Safety Management & Science (대한안전경영과학회지)

Korea Safety Management & Science (대한안전경영과학회)
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A Study on the Fingerprint Location Determination using Smartphone Geomagnetic Data For Emergency Evacuation

지자기데이터를 이용한 응급대피용 핑거프린트 위치 추정에 관한 연구

  • Received : 2019.11.15
  • Accepted : 2019.12.15
  • Published : 2019.12.30
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Abstract

The Location Based Service is growing rapidly nowadays due to the universalization of the use for smartphone, therefore the location determination technology has been placed in an important position. This study suggests a method that can provide the estimate of users' location by using PDR method and smartphone geomagnetic sensor data. This method assists the measure of enhancing the accuracy of indoor localization. Moreover, it is to study ways to provide the exact indoor layout for evacuating the workers in emergency such as fires and natural disasters.

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References

  1. B. Li, Y. Wang, H. K. Lee, A. Dempster, C. Rizos(2005), "Method for yielding a database of location Fingerprints in WLAN." IEE Proceedings Communications, 152(5):580-586. https://doi.org/10.1049/ip-com:20050078
  2. H. Benzerrouk, A. Nebylov, H. Salhi, P. Closas (2014), "MEMS IMU/ZUPT Based Cubature Kalman Filter applied to Pedestrian Navigation System." Conference Proceedings Paper - Sensors and Applications.
  3. H. Lemelson, T. King, W. Effelsberg(2008), "Pre-processing of Fingerprints to Improve the Positioning Accuracy of 802.11-based Positioning Systems." MELT '08 Proceedings of the first ACM international workshop on Mobile entity localization and tracking in GPS-less environments.
  4. K. Hu, X. Y. Liao, M. Yu(2015), "Research on Indoor Localization Method Based on PDR and WiFi." 10th International Conference on Wireless Communications, Networking and Mobile Computing (WiCOM 2014), 2015.06
  5. L. Giarre, F. Pascucci, et al(2018), "Improved PDR Localization via UWB-anchor based on-line calibration." 2018 IEEE 4th International Forum on Research and Technology for Society and Industry (RTSI).
  6. L. Ojeda, J. Borenstein(2007), "Non-GPS Navigation for Security Personnel and First Responders." Journal of Navigation, 60(3):391-407. https://doi.org/10.1017/S0373463307004286
  7. N. Swangmuang, P. Krishnamurthy(2008), "Location Fingerprint Analyses Toward Efficient Indoor Positioning." 2008 Sixth Annual IEEE International Conference on Pervasive Computing and Communications (PerCom).
  8. S. B. Chun, S. Lim, M. S. Lee, M. B. Heo(2013), "Indoor Location Tracking for First Responders using Data Network." The Journal of Advanced Navigation Technology, 17(6):810-815. https://doi.org/10.12673/jkoni.2013.17.6.810
  9. S. C. Spinella, A. Iera, A. Molinaro(2010), "On Potentials and Limitations of a Hybrid WLAN-RFID Indoor Positioning Technique." International Journal of Navigation and Observation, 2010:397467.
  10. S. Shahidi, S. Valaee(2015), "GIPSy: Geomagnetic indoor positioning system for smartphones." 2015 International Conference on Indoor Positioning and Indoor Navigation (IPIN).
  11. T. Lin, P. Lin(2005), "Performance Comparison of Indoor Positioning Techniques based on Location Fingerprinting in Wireless Networks." 2005 International Conference on Wireless Networks, Communications and Mobile Computing.
  12. Y. Yun, N. Kim, J. H. Choi, J. H. Park, D. H. An, Y. Kim(2016), "Study on Trend Analysis of Indoor Evacuation Path Guidance System for Disaster Situation." Journal of the Korea Society of Disaster Information, 12(2):130-135 https://doi.org/10.15683/kosdi.2016.6.30.130
  13. Q. Yu(2019), "A Study on the Indoor Location Determination using Smartphone Sensor Data For Emergency Evacuation." Journal of Korea Safety Management & Science, 21.