We apologize for a recent technical issue with our email system, which temporarily affected account activations. Accounts have now been activated. Authors may proceed with paper submissions. PhDFocusTM
CFP last date
20 December 2024
Reseach Article

A Review of Location Detection Techniques in Wi-Fi

Published on April 2014 by Ashutosh Kuntal, Madan Lal Tetarwal, Purnendu Karmakar
National Seminar on Recent Advances in Wireless Networks and Communications
Foundation of Computer Science USA
NWNC - Number 2
April 2014
Authors: Ashutosh Kuntal, Madan Lal Tetarwal, Purnendu Karmakar
e864f737-576b-45ba-b26b-8c67cea2203e

Ashutosh Kuntal, Madan Lal Tetarwal, Purnendu Karmakar . A Review of Location Detection Techniques in Wi-Fi. National Seminar on Recent Advances in Wireless Networks and Communications. NWNC, 2 (April 2014), 27-35.

@article{
author = { Ashutosh Kuntal, Madan Lal Tetarwal, Purnendu Karmakar },
title = { A Review of Location Detection Techniques in Wi-Fi },
journal = { National Seminar on Recent Advances in Wireless Networks and Communications },
issue_date = { April 2014 },
volume = { NWNC },
number = { 2 },
month = { April },
year = { 2014 },
issn = 0975-8887,
pages = { 27-35 },
numpages = 9,
url = { /proceedings/nwnc/number2/16119-1425/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 National Seminar on Recent Advances in Wireless Networks and Communications
%A Ashutosh Kuntal
%A Madan Lal Tetarwal
%A Purnendu Karmakar
%T A Review of Location Detection Techniques in Wi-Fi
%J National Seminar on Recent Advances in Wireless Networks and Communications
%@ 0975-8887
%V NWNC
%N 2
%P 27-35
%D 2014
%I International Journal of Computer Applications
Abstract

Recently, there has been much focus on localization of mobile node using wireless local area network. Location information of a mobile node is used to provide different location based services to the user. Intruder identification and possible threat can be detected early if the physical location of the node is known beforehand. There are number of localization techniques to determine the location of a mobile node in indoor and outdoor environments. In this paper, we provide an overview of typical location estimation schemes of tri-angulation, scene analysis, and proximity particularly for localization of mobile node in indoor environments by using wireless local area networks.

References
  1. Hofmann-Wellenhof, B. , Lichtenegger, H. , Collins, J. : Global Positioning System: Theory and Practice, 4th edn. Springer, Heidelberg (1997).
  2. Sayed A H, Tarighat A, and Khajehnouri N. Network-based wireless location: challenges faced in developing techniques for accurate wireless location information. Signal Processing Magazine,IEEE, 22(4):24–40, 2005.
  3. J. Hightower and G. Borriello, "Location systems for ubiquitous computing" Computer, vol. 34, no. 8, Aug. 2001.
  4. K. Pahlavan, X. Li, and J. Makela, "Indoor geolocation science and technology,"IEEE Commun. Mag. , vol. 40, no. 2, pp. 112–118, Feb. 2002.
  5. A. H. Sayed, A. Tarighat, and N. Khajehnouri, "Network-based wireless location," IEEE Signal Processing Mag. , vol. 22, no. 4, pp. 24–40, July 2005.
  6. F. Gustafsson and F. Gunnarsson, "Mobile positioning using wireless networks: Possibilities and fundamental limitations based on available wireless network measurements," IEEE Signal Processing Mag. , vol. 22, no. 4, pp. 41–53, July 2005.
  7. S. Gezici, "A survey on wireless position estimation," Springer Wireless Personal Communications, vol. 44, no. 3, pp. 263–282, Feb. 2008.
  8. H. Liu, H. Darabi, P. Banerjee, and J. Liu, "Survey of wireless indoor positioning techniques and systems," IEEE Trans. Syst. , Man, Cybern. C: Applications and Reviews, vol. 37, no. 6, pp. 1067–1080, Nov. 2007.
  9. N. Patwari, J. N. Ash, S. Kyperountas, A. O. H. III, R. L. Moses, and N. S. Correal, "Locating the nodes: cooperative localization in wireless sensor networks," IEEE Signal Processing Mag. , vol. 22, no. 4, pp. 54–69, Jul. 2005.
  10. A. Roxin, J. Gaber, M. Wack, A. Nait-Sidi-Moh "Survey of Wireless Geolocation Techniques" IEEE globecom workshop, Publication Year: 2007 , Page(s): 1 – 9
  11. Kwon, J, Dundar, B. ; Varaiya, P. , "Hybrid algorithm for indoor positioning using wireless LAN", Vehicular Technology Conference, 2004, 26-29 Sept. 2004, pp. 4625 – 4629.
  12. Prasithsangaree, P. ; Krishnamurthy, P. ; Chrysanthis, P. , "On indoor position location with wireless LANs", Personal, Indoor and Mobile Radio Communications, 2002. The 13th IEEE International Symposium, 15-18 Sept. 2002, Volume 2, pp. 720 – 724.
  13. B. Li, Y. Wang, H. Lee, A. Dempster, and C. Rizos, "Method for yielding a database of location fingerprints in WLAN," Communications, IEEE Proceedings, vol. 152, no. 5, 2005, pp. 580–586.
  14. Taheri, A. ; Singh, A. ; Emmanuel, A. , "Location fingerprinting on infrastructure 802. 11 wireless local area networks (WLANs) using locus", Local Computer Networks, 2004, 29th Annual IEEE International Conference, 16-18 Nov. 2004, pp. 676 – 683
  15. Rong-Hong Jan; Yung Rong Lee, "An indoor geolocation system for wireless LANs", Parallel Processing Workshops, 2003. Proceedings. 2003 International Conference, 6-9 Oct. 2003, pp. 29 – 34
  16. C. Knapp and G. Carter, "The generalized correlation method for estimation of time delay,'' IEEE Trans. Acoust. , Speech, Signal Processing, vol. 24, no. 4, pp. 320–327, 1976.
  17. M. Nicoli and D. Fontanella, "Fundamental Performance Limits of TOA-based Cooperative Localization" IEEE International Conference on Communications Workshops, 2009. ICC Workshops 2009. Publication Year: 2009 , Page(s): 1 - 5
  18. K. Pahlavan, P. Krishnamurthy, and J. Beneat, "Wideband radio propagation modeling for indoor geolocation applications,'' IEEE Commun. Mag. , vol. 36, no. 4, pp. 60–65, Apr. 1998
  19. D. D. McCrady, L. Doyle, H. Forstrom, T. Dempsy, and M. Martorana, "Mobile ranging with low accuracy clocks,'' IEEE Trans. Microwave Theory Tech. , vol. 48, no. 6, pp. 951–957, June 2000.
  20. N. S. Correal, S. Kyperountas, Q. Shi, and M. Welborn, "An ultra wideband relative location system,'' in Proc. IEEE Conf. Ultra Wideband Systems and Technologies, Nov. 2003, pp. 394–397.
  21. A. H. Sayed and N. R. Yousef, "Wireless location," in Wiley Encyclopedia of Telecommunications, J. Proakis, Ed. New York: Wiley, 2003.
  22. M. Kanaan and K. Pahlavan, "A comparison of wireless geolocation algorithms in the indoor environment," in Proc. IEEE Wireless Commun. Netw. Conf. , 2004, vol. 1, pp. 177–182.
  23. Najar, M. and Vidal, J. (2001). Kalman Tracking based on TDOA for UMTS Mobile Location, PIMRC, pp. B45–B49, San Diego, California, USA, September 2001.
  24. Lee, J. -Y. , and Scholtz, R. A. , "Ranging in a dense multipath environment using an UWB radio link", IEEE Transactions on Selected Areas in Communications, vol. 20, no. 9, pp. 1677 – 1683, December 2004.
  25. P. C. Chen, "A non-line-of-sight error mitigation algorithm in location estimation," in Proc. IEEE Int. Conf. Wireless Commun. Networking (WCNC), vol. 1, New Orleans, LA, Sept. 1999, pp. 316–320.
  26. Jun-yong Yoon, Jae-Wan Kim, Woo-Yong Lee, Doo Seop Eom "A TDoA-Based Localization Using Precise Time-Synchronization" 14th International Conference on Advanced Communication Technology (ICACT), 2012, pp. 1266 – 1271
  27. Qi, Y. , Kobayashi, H. , and Suda, H. , "Analysis of Wireless Geolocation in a Non-Line-of-Sight Environment", IEEE Transactions on wireless communications, vol. 5, no. 3, March 2006.
  28. Savvides, A. ; Han, C. -C. and Mani, B. (2001). Strivastava. Dynamic Fine-Grained Localization in Ad-Hoc Networks of Sensors, MobiCom, pp. 166–179, Rome, Italy, July 2001.
  29. Paramvir Bahl and Venkata N. Padmanabhan, "User location and tracking in an in-building radio network," Technical Report, Microsoft Research, February 1999.
  30. Pu, C. -C. (2009). Development of a New Collaborative Ranging Algorithm for RSSI Indoor Location Tracking in WSN, PhD Thesis, Dongseo University, South Korea.
  31. Neal Patwari, Joshua N. Ash, Spyros Kyperountas, Alfred O. Hero III, Randolph L. Moses, and Neiyer S. Correal "Locating the Nodes" in IEEE SIGNAL PROCESSING MAGAZINE, publication year 2005.
  32. Fernain Izquierdo, Marc Ciurana, Francisco Barcelo, Josep Paradells and Enrica Zola "Performance evaluation of a TOA-based trilateration method to locate terminals in WLAN" 1st International Symposium on Wireless Pervasive Computing, 2006, Page(s): 1 – 6.
  33. Zheng Sun, Rick Farley, Telis Kaleas, Judy Ellis, and Kiran Chikkappa, "Cortina: Collaborative Context-aware Indoor Positioning Employing RSS and RToF Techniques" IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops), 2011 pp. 340 – 343.
  34. Isaac Amundson, Xenofon Koutsoukos, Janos Sallai, and Akos Ledeczi "Mobile Sensor Navigation using Rapid RF-based Angle of Arrival Localization" 17th IEEE Real-Time and Embedded Technology and Applications Symposium 2011, Page(s): 316 - 325.
  35. C. McGillem and T. Rappaport, "A beacon navigation method for autonomous vehicles," IEEE Transactions on Vehicular Technology, vol. 38, no. 3, pp. 132–139, 1989.
  36. D. Niculescu and B. Nath, "Ad hoc positioning system (APS) using AOA," in Proceedings of the 22nd Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM), 2003, pp. 1734–1743.
  37. A. Nasipuri and R. el Najjar, "Experimental evaluation of an angle based indoor localization system," in Proceedings of the 4th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt), 2006.
  38. M. Betke and L. Gurvits, "Mobile robot localization using landmarks," IEEE Transactions on Robotics and Automation, vol. 13, no. 2, pp. 251–263, 1997.
  39. T. Roos, P. Myllym aki, and H. Tirri. A Statistical Modeling Approach to Location Estimation. IEEE Transactions on Mobile Computing, 1(1):59-69, January 2002.
  40. A. Smailagic and D. Kogan. Location Sensing and Privacy in a Context-aware Computing Environment. IEEE Wireless Communications, 9(5):10{17, 2002.
  41. A. Haeberlen, E. Flannery, A. M. Ladd, A. Rudys, D. S. Wallach, and L. E. Kavraki. Practical Robust Localization over Large Scale 802. 11 Wireless Networks. In Proceedings of the Tenth ACM International Conference on Mobile Computing and Networking, 2004.
  42. P. Bahl and V. N. Padmanabhan. RADAR: An In-Building RF-based User Location and Tracking System. In Proceedings of the 19th Annual Joint Conference of the IEEE Computer and Communications Societies, INFOCOM, 2000.
  43. Eddie C. L. Chan, George Baciu, S. C. Mak "Using Wi-Fi Signal Strength to Localize in Wireless Sensor Networks" International Conference on Communications and Mobile Computing, 2009.
  44. Mahnaz Roshanaei, Mina Maleki,"Dynamic-KNN: A Novel Locating Method in WLAN Based on Angle of Arrival" in IEEE Symposium on Industrial Electronics and Applications, 2009 pp. 722 - 726
  45. Wei-Peng Chen, Jennifer C. Hou and Lui Sha, "Dynamic Clustering for Acoustic Target Tracking in Wireless Sensor Networks", IEEE TRANSACTIONS ON MOBILE COMPUTING, IEEE Computer Society, 2004, pp. 258-271
  46. Reza, R. I. (2000). Data fusion for improved TOA/TDOA position determination in wireless systems. Ph. D. Dissertation, Virginia Tech.
  47. Catovic, A. , and Sahinoglu, Z. (2004). The Cramer–Rao bounds of hybrid TOA/RSS and TDOA/RSS location estimation schemes. IEEE Communications Letters, 8, 626–628.
  48. Cong, L. , and Zhuang, W. (2002). Hybrid TOA/AOA mobile user location for wideband CDMA cellular systems. IEEE Transactions on Wireless Communications, 1(3), 439–447.
Index Terms

Computer Science
Information Sciences

Keywords

Global Positioning System Wlan Location Finger Printing Rtt Localization