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The Journal of Supercomputing

, Volume 63, Issue 3, pp 657–674 | Cite as

A localization method for the Internet of Things

  • Zhikui Chen
  • Feng Xia
  • Tao Huang
  • Fanyu Bu
  • Haozhe Wang
Article

Abstract

Many localization algorithms and systems have been developed by means of wireless sensor networks for both indoor and outdoor environments. To achieve higher localization accuracy, extra hardware equipments are utilized by most of the existing localization solutions, which increase the cost and considerably limit the location-based applications. The Internet of Things (IOT) integrates many technologies, such as Internet, Zigbee, Bluetooth, infrared, WiFi, GPRS, 3G, etc., which can enable different ways to obtain the location information of various objects. Location-based service is a primary service of the IOT, while localization accuracy is a key issue. In this paper, a higher accuracy localization scheme is proposed which can effectively satisfy diverse requirements for many indoor and outdoor location services. The proposed scheme composes of two phases: (1) the partition phase, in which the target region is split into small grids; (2) the localization refinement phase, in which a higher accuracy of localization can be obtained by applying an algorithm designed in the paper. A trial system is set up to verify correctness of the proposed scheme and furthermore to illustrate its feasibility and availability. The experimental results show that the proposed scheme can improve the localization accuracy.

Keywords

Internet of Things Localization Location-based services Wireless sensor networks 

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References

  1. 1.
    Atzori L, Iera A, Morabito G (2010) The Internet of Things: a survey. Comput Netw, 54(15):2787–2805 zbMATHCrossRefGoogle Scholar
  2. 2.
    Bahl P, Padmanabhan VN (2000) RADAR: An In-building RF-based user location and tracking system. In: IEEE INFOCOM. Google Scholar
  3. 3.
    Bohli J-M, Sorge C, Westhoff D (2009) Initial observations on economics, pricing, and penetration of the internet of things market. Comput Commun Rev 39(2):50–55 CrossRefGoogle Scholar
  4. 4.
    Bulusu N, Heidemann J (2000) GPS-less low-cost outdoor localization for very small devices. IEEE Pers Commun Mag 7(5):28–34 CrossRefGoogle Scholar
  5. 5.
    Castellani AP, Bui N, Casari P, Rossi M, Shelby Z, Zorzi M (2010) Architecture and protocols for the Internet of Things: a case study. In: 8th IEEE international conference on pervasive computing and communications workshops (PERCOM Workshops) Google Scholar
  6. 6.
    Cheng X, Thaeler A (2004) TPS: a time-based positioning scheme for outdoor wireless sensor networks. In: IEEE INFOCOM Google Scholar
  7. 7.
    Cho H, Jang H, Baek Y (2010) Practical localization system for consumer devices using ZigBee networks. IEEE Trans Consum Electron 56(3):1562–1569 CrossRefGoogle Scholar
  8. 8.
    Doherty L, Pister KSJ (2001) Convex position estimation in wireless sensor networks. In: IEEE INFOCOM Google Scholar
  9. 9.
    He T, Huang C (2003) Range-free localization schemes for large scale sensor networks. In: Proc 9th annual international conference on mobile computing and networking Google Scholar
  10. 10.
    Huang T, Chen Z, Xia F, Jin C, Li L (2010) A practical localization algorithm based on wireless sensor networks. In: IEEE/ACM int conf on green computing and communications (GreenCom), Hangzhou, China, December 18–20. IEEE Press, New York Google Scholar
  11. 11.
    Huircan JI, Munoz C, Young H, Von Dossow L, Bustos J, Vivallo G, Toneatti M (2010) ZigBee-based wireless sensor network localization for cattle monitoring in grazing fields. Comput Electron Agric 74(2):258–264 CrossRefGoogle Scholar
  12. 12.
    Internet of Things-An action plan for Europe (2009) http://ec.europa.eu/
  13. 13.
    ITU Internet reports (2005) The Internet of Things, http://www.itu.int/
  14. 14.
    Karalar TC, Rabaey J (2006) An RF ToF based ranging implementation for sensor networks. In: IEEE international conference on communications, June 2006, vol 7, pp 3347–3352 Google Scholar
  15. 15.
    Khoo B (2010) RFID- from tracking to the Internet of Things: a review of developments. In: Proceedings of the 2010 IEEE/ACM int’l conference on green computing and communications & int’l conference on cyber, physical and social computing, Dec 2010 Google Scholar
  16. 16.
    Kułakowski P, Vales-Alonso J, Egea-López E, Ludwin W, García-Haro J (2010) Angle-of-arrival localization based on antenna arrays for wireless sensor networks. Comput Electr Eng 36(6):1181–1186 zbMATHCrossRefGoogle Scholar
  17. 17.
    Kumar P, Reddy L (2009) Distance measurement and error estimation scheme for RSSI based localization in Wireless Sensor Networks. In: Fifth IEEE conference on wireless communication and sensor networks (WCSN), Dec 2009. Google Scholar
  18. 18.
    Mao G, Fidan B (2007) Wireless sensor network localization techniques. Comput Netw 51(10):2529–2553 zbMATHCrossRefGoogle Scholar
  19. 19.
    Nagpal R, Shrobe H (2003) Organizing a global coordinate system from local information on an ad hoc sensor network. In: International conference on information processing in sensor networks (IPSN) Google Scholar
  20. 20.
    Niculescu D, Nath B (2003) Ad hoc positioning system (APS) using AOA. In: IEEE INFOCOM Google Scholar
  21. 21.
    Niculescu D, Nath B (2003) DV based positioning in ad hoc networks. Telecommun Syst 22(1–4):267–280 CrossRefGoogle Scholar
  22. 22.
    Shang Y, Ruml W (2003) Localization from mere connectivity. In: Proc 4th ACM international symposium on mobile ad hoc networking & computing Google Scholar
  23. 23.
    Silverajan B, Harju J (2009) Developing network software and communications protocols towards the Internet of Things. In: 4th International ICST conference on communication system software and middleware (COMSWARE), June 2009 Google Scholar
  24. 24.
    Yick J, Mukherjee B, Ghosal D (2008) Wireless sensor network survey. Comput Netw 52(12):2292–2330 CrossRefGoogle Scholar

Copyright information

© Springer Science+Business Media, LLC 2011

Authors and Affiliations

  • Zhikui Chen
    • 1
  • Feng Xia
    • 1
  • Tao Huang
    • 1
  • Fanyu Bu
    • 1
  • Haozhe Wang
    • 1
  1. 1.School of SoftwareDalian University of TechnologyDalianP.R. China

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