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Context aware handover algorithms for mobile positioning systems

Treść / Zawartość
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Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
This work proposes context aware handover algorithms for mobile positioning systems. The algorithms perform handover among positioning systems based on important contextual factors related to position determination with efficient use of battery. The proposed solution is implemented in the form of an Android application named Locate@nav6. The performance of the proposed solution was tested in selected experimental areas. The handover performance was compared with other existing location applications. The proposed solution performed correct handover among positioning systems in 95 percent of cases studied while two other applications performed correct handover in only 50 percent of cases studied. Battery usage of the proposed solution is less than one third of the battery usage of two other applications. The analysis of the positioning error of the applications demonstrated that, the proposed solution is able to reduce positioning error indirectly by handing over the task of positioning to an appropriate positioning system. This kept the average error of positioning below 42.1 meters for Locate@nav6 while the average error for two other applications namely Google Latitude and Malaysia maps was between 92.7 and 171.13 meters.
Wydawca
Czasopismo
Rocznik
Strony
133--158
Opis fizyczny
Bibliogr. 28 poz., rys., wykr.
Twórcy
autor
  • National advanced IPv6 centre, Universiti Sains Malaysia, 11800 USM Pulau Pinang Malaysia
  • Heidelberg Mobil International, 69190 Walldorf, Germany
autor
  • National advanced IPv6 centre, Universiti Sains Malaysia, 11800 USM Pulau Pinang Malaysia
autor
  • National advanced IPv6 centre, Universiti Sains Malaysia, 11800 USM Pulau Pinang Malaysia
autor
  • Faculty of Computing, Universiti Teknologi Malaysia, 81310 UTM Skudai, Johor, Malaysia
Bibliografia
  • [1] Agiwal A., Khandpur P., Saran H.: LOCATOR: location estimation system For wireless LANs. In: Proceedings of the 2nd ACM international workshop on Wireless mobile applications and services on WLAN hotspots, pp. 102–109. ACM, 2004.
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  • [4] Constandache I., Gaonkar S., Sayler M., Choudhury R. R., Cox L.: Energy-efficient localization via personal mobility profiling. In: Mobile Computing, Applications, and Services, pp. 203–222. Springer, 2010.
  • [5] di Flora C., Ficco M., Russo S., Vecchio V.: Indoor and outdoor location based services for portable wireless devices. In: Distributed Computing Systems Work- shops, 2005. 25th IEEE International Conference on, pp. 244–250. IEEE, 2005.
  • [6] Frazer E., Ingram S., Harmer D., Munday P.: Seamless Indoor/Outdoor Positioning using Ultra Wide Band (UWB) Technology Integrated with GNSS. Thales Research and Technology Technical Report, pp. 1–14, 2003.
  • [7] Gallagher T., Li B., Dempster A. G., Rizos C.: Power Efficient Indoor/Outdoor Positioning Handover. In: Proceedings of the 2nd International Conference on Indoor Positioning and Indoor Navigation (IPIN11). 2011.
  • [8] Hansen R., Wind R., Jensen C. S., Thomsen B.: Seamless indoor/outdoor positioning handover for location-based services in streamspin. In: Mobile Data Management: Systems, Services and Middleware, 2009. MDM’09. Tenth International Conference on, pp. 267–272. IEEE, 2009.
  • [9] Hatay M.: Empirical formula for propagation loss in land mobile radio services. Vehicular Technology, IEEE Transactions on, 29(3): 317–325, 1980.
  • [10] Jiang L., Hoe L. N., Loon L. L.: Integrated UWB and GPS location sensing system in hospital environment. In: Industrial Electronics and Applications (ICIEA), 2010 the 5th IEEE Conference on, pp. 286–289. IEEE, 2010.
  • [11] Khan M. S. Z., Tan C. W., Silvadorai T., Ramadass S.: Novel algorithms to ensuresmooth and unobtrusive handover among positioning systems. In: Information Retrieval & Knowledge Management (CAMP), 2012 International Conference on,pp. 229–234. IEEE, 2012.
  • [12] Klepal M., Weyn M., Najib W., Bylemans I., Wibowo S., Widyawan W., Hantono B.: Ols: opportunistic localization system for smart phones devices. In: Proceedings of the 1st ACM workshop on Networking, systems, and applications for mobile handhelds, pp. 79–80. ACM, 2009.
  • [13] Lehtinen M., Happonen A., Ikonen J.: Accuracy and time to first fix using consumer-grade GPS receivers. In: Software, Telecommunications and Computer Networks, 2008. SoftCOM 2008. 16th International Conference on, pp. 334–340. IEEE, 2008.
  • [14] Lin C. Y., Cheng W. T., Wang S. C.: An end-to-end logistics management application over heterogeneous location systems. Wireless Personal Communications, 59(1): 5–16, 2011.
  • [15] Lin K., Kansal A., Lymberopoulos D., Zhao F.: Energy-accuracy aware localization for mobile devices. In: Proceedings of 8th International Conference on Mobile Systems, Applications, and Services (MobiSys 10). 2010.
  • [16] Liu H., Darabi H., Banerjee P., Liu J.: Survey of wireless indoor positioning techniques and systems. Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on , 37(6): 1067–1080, 2007.
  • [17] Pei L., Chen R., Chen Y., Leppakoski H., Perttula A.: Indoor/outdoor seamless positioning technologies integrated on smart phone. In: Advances in Satellite and Space Communications, 2009. SPACOMM 2009. First International Conference on , pp. 141–145. IEEE, 2009.
  • [18] Pereira C., Guenda L., Carvalho N. B.: A smart-phone indoor/outdoor localization system. In: International Conference on Indoor Positioning and Indoor Navigation (IPIN), pp. 21–23. 2011.
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  • [20] Retscher G., Fu Q.: Integration of RFID, GNSS and DR for ubiquitous positioning in pedestrian navigation. Positioning, vol. 1, p. 0, 2007.
  • [21] Retscher G., Fu Q.: Continuous indoor navigation with RFID and INS. In: Position Location and Navigation Symposium (PLANS), 2010 IEEE/ION, pp. 102– 112. IEEE, 2010.
  • [22] Reyero L., Delisle G. Y.:Always Best Located, a pervasive positioning system. In: Proceedings of the Second International Symposium on Wireless Pervasive Computing, pp. 572–576. 2007.
  • [23] Thiagarajan A., Biagioni J., Gerlich T., Eriksson J.: Cooperative transit tracking Context aware handover algorithms for mobile positioning systems 157 using smart-phones. In: Proceedings of the 8th ACM Conference on Embedded Networked Sensor Systems , pp. 85–98. ACM, 2010.
  • [24] Weyn M., Schrooyen F.:A Wi-Fi Assisted GPS Positioning Concept . ECUMICT, Gent, Belgium, 2008.
  • [25] Wielgus M., Dabek P., Janusz R., Kowal T., Turek W.: Erlang-based Software Update Platform for Mobile Devices. Computer Science, 14(1): 129, 2013.
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Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-0c32a3d7-c92f-4310-864c-130fbea33234
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