A survey on localization techniques for wireless networks

Abstract Wireless networks have displaced the well established and widely deployed wired communication networks of the past. Tetherless access and new services offered to mobile users contribute to the popularity of these networks. Thus users have access from many locations and can roam ubiquitously. The knowledge of the physical location of mobile user devices, such as phones, laptops and PDAs, is important in several applications such as network planning, location based services, law enforcement and for improving network performance. A device's location is usually estimated by monitoring a distance dependent parameter such as wireless signal strength from a base station whose location is known. In practical deployments, signal strength varies with time and its relationship to distance is not well defined. This makes location estimation difficult. Many location estimation or localization schemes have been proposed for networks adopting a variety of wireless technologies. This paper reviews a broad class of localization schemes that are differentiated by the fundamental techniques adopted for distance estimation, indoor vs. outdoor environments, relative cost and accuracy of the resulting estimates and ease of deployment. The paper exposes many challenges that remain and elaborates on several future research problems that need to be solved.

[1]  Paramvir Bahl,et al.  DAIR: A Framework for Managing Enterprise Wireless Networks Using Desktop Infrastructure , 2005 .

[2]  Toshiro Kawahara,et al.  Robust indoor location estimation of stationary and mobile users , 2004, IEEE INFOCOM 2004.

[3]  Radha Poovendran,et al.  SeRLoc: secure range-independent localization for wireless sensor networks , 2004, WiSe '04.

[4]  Gaetano Borriello,et al.  SpotON: An Indoor 3D Location Sensing Technology Based on RF Signal Strength , 2000 .

[5]  Markus G. Kuhn,et al.  An Asymmetric Security Mechanism for Navigation Signals , 2004, Information Hiding.

[6]  K. Pahlavan,et al.  In-building intruder detection for WLAN access , 2004, PLANS 2004. Position Location and Navigation Symposium (IEEE Cat. No.04CH37556).

[7]  Erik D. Demaine,et al.  Anchor-Free Distributed Localization in Sensor Networks , 2003 .

[8]  Mark Moeglein,et al.  An Introduction to SnapTrack Server-Aided GPS Technology , 1998 .

[9]  Ravi Jain,et al.  CodeBLUE: a Bluetooth interactive dance club system , 2003, GLOBECOM '03. IEEE Global Telecommunications Conference (IEEE Cat. No.03CH37489).

[10]  Nitin H. Vaidya,et al.  Location-aided routing (LAR) in mobile ad hoc networks , 1998, MobiCom '98.

[11]  Peter I. Corke,et al.  Networked Robots: Flying Robot Navigation using a Sensor Net , 2003, ISRR.

[12]  Mani B. Srivastava,et al.  Dynamic fine-grained localization in Ad-Hoc networks of sensors , 2001, MobiCom '01.

[13]  Daniel B. Faria,et al.  No Long-term Secrets : Location-based Security in Overprovisioned Wireless LANs , 2004 .

[14]  Prathima Agrawal,et al.  TRaVarSeL-Transmission Range Variation based Secure Localization , 2007, Secure Localization and Time Synchronization for Wireless Sensor and Ad Hoc Networks.

[15]  A. S. Krishnakumar,et al.  Bayesian indoor positioning systems , 2005, Proceedings IEEE 24th Annual Joint Conference of the IEEE Computer and Communications Societies..

[16]  V. Padmanabhan,et al.  Enhancements to the RADAR User Location and Tracking System , 2000 .

[17]  Tarek F. Abdelzaher,et al.  Range-free localization schemes for large scale sensor networks , 2003, MobiCom '03.

[18]  Gordon L. Stüber,et al.  Overview of radiolocation in CDMA cellular systems , 1998, IEEE Commun. Mag..

[19]  Srdjan Capkun,et al.  Secure positioning of wireless devices with application to sensor networks , 2005, Proceedings IEEE 24th Annual Joint Conference of the IEEE Computer and Communications Societies..

[20]  Bradford W. Parkinson,et al.  Development of Indoor Navigation System using Asynchronous Pseudolites , 2000 .

[21]  S. C. Swales,et al.  Locating mobile phones and the US wireless E-911 mandate , 1999 .

[22]  Donggang Liu,et al.  Attack-resistant location estimation in sensor networks , 2005, IPSN 2005. Fourth International Symposium on Information Processing in Sensor Networks, 2005..

[23]  Deborah Estrin,et al.  Robust range estimation using acoustic and multimodal sensing , 2001, Proceedings 2001 IEEE/RSJ International Conference on Intelligent Robots and Systems. Expanding the Societal Role of Robotics in the the Next Millennium (Cat. No.01CH37180).

[24]  L. El Ghaoui,et al.  Convex position estimation in wireless sensor networks , 2001, Proceedings IEEE INFOCOM 2001. Conference on Computer Communications. Twentieth Annual Joint Conference of the IEEE Computer and Communications Society (Cat. No.01CH37213).

[25]  Colin L. Mallows,et al.  A system for LEASE: location estimation assisted by stationary emitters for indoor RF wireless networks , 2004, IEEE INFOCOM 2004.

[26]  Cameron Whitehouse The Design of Calamari : an Ad-hoc Localization System for Sensor Networks , 2002 .

[27]  B. R. Badrinath,et al.  DV Based Positioning in Ad Hoc Networks , 2003, Telecommun. Syst..

[28]  Pi-Chun Chen A cellular based mobile location tracking system , 1999, 1999 IEEE 49th Vehicular Technology Conference (Cat. No.99CH36363).

[29]  Lusheng Ji,et al.  Location enhancement to IEEE 802.11 DCF , 2005, Proceedings IEEE 24th Annual Joint Conference of the IEEE Computer and Communications Societies..

[30]  Andy Hopper,et al.  The active badge location system , 1992, TOIS.

[31]  Dan S. Wallach,et al.  Wireless LAN location-sensing for security applications , 2003, WiSe '03.

[32]  Kostas E. Bekris,et al.  On the feasibility of using wireless ethernet for indoor localization , 2004, IEEE Transactions on Robotics and Automation.

[33]  S. Ahonen,et al.  Database correlation method for UMTS location , 2001, The 57th IEEE Semiannual Vehicular Technology Conference, 2003. VTC 2003-Spring..

[34]  Gaurav S. Sukhatme,et al.  Ad-hoc localization using ranging and sectoring , 2004, IEEE INFOCOM 2004.

[35]  H. Laitinen,et al.  Database correlation method for GSM location , 2001, IEEE VTS 53rd Vehicular Technology Conference, Spring 2001. Proceedings (Cat. No.01CH37202).

[36]  Radhika Nagpal,et al.  Organizing a Global Coordinate System from Local Information on an Amorphous Computer , 1999 .

[37]  Andy Hopper,et al.  A new location technique for the active office , 1997, IEEE Wirel. Commun..

[38]  Moustafa Youssef,et al.  The Horus WLAN location determination system , 2005, MobiSys '05.

[39]  Mihail L. Sichitiu,et al.  Localization of wireless sensor networks with a mobile beacon , 2004, 2004 IEEE International Conference on Mobile Ad-hoc and Sensor Systems (IEEE Cat. No.04EX975).

[40]  Tian He,et al.  Range-free localization schemes in large scale sensor network , 2003, MobiCom 2003.

[41]  Chris Savarese LOCATIONING IN DISTRIBUTED AD-HOC WIRELESS SENSOR NETWORKS , 2001 .

[42]  Deborah Estrin,et al.  GPS-less low-cost outdoor localization for very small devices , 2000, IEEE Wirel. Commun..

[43]  Anjur Sundaresan Krishnakumar,et al.  Infrastructure-based location estimation in WLAN networks , 2004 .

[44]  Gaetano Borriello,et al.  Location Systems for Ubiquitous Computing , 2001, Computer.

[45]  James Caffery,et al.  Hybrid TOA/AOA techniques for mobile location in non-line-of-sight environments , 2004, 2004 IEEE Wireless Communications and Networking Conference (IEEE Cat. No.04TH8733).

[46]  Paramvir Bahl,et al.  RADAR: an in-building RF-based user location and tracking system , 2000, Proceedings IEEE INFOCOM 2000. Conference on Computer Communications. Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies (Cat. No.00CH37064).

[47]  Yinyu Ye,et al.  Semidefinite programming for ad hoc wireless sensor network localization , 2004, Third International Symposium on Information Processing in Sensor Networks, 2004. IPSN 2004.

[48]  P. Prasad,et al.  Localization of Sensor Networks Considering Energy Accuracy Tradeoffs , 2005, 2005 International Conference on Collaborative Computing: Networking, Applications and Worksharing.

[49]  J. Barney,et al.  Commercialization of an ultra wideband precision asset location system , 2003, IEEE Conference on Ultra Wideband Systems and Technologies, 2003.

[50]  Deborah Estrin,et al.  Habitat monitoring with sensor networks , 2004, CACM.

[51]  Ted Kremenek,et al.  A Probabilistic Room Location Service for Wireless Networked Environments , 2001, UbiComp.

[52]  Prathima Agrawal,et al.  Client assisted location data acquisition scheme for secure enterprise wireless networks , 2005, IEEE Wireless Communications and Networking Conference, 2005.

[53]  Wade Trappe,et al.  Robust statistical methods for securing wireless localization in sensor networks , 2005, IPSN 2005. Fourth International Symposium on Information Processing in Sensor Networks, 2005..

[54]  Srdjan Capkun,et al.  GPS-free Positioning in Mobile Ad Hoc Networks , 2004, Cluster Computing.

[55]  Theodore S. Rappaport,et al.  Wireless communications - principles and practice , 1996 .

[56]  Jan M. Rabaey,et al.  Location in distributed ad-hoc wireless sensor networks , 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

[57]  Yong Wang,et al.  Energy-efficient computing for wildlife tracking: design tradeoffs and early experiences with ZebraNet , 2002, ASPLOS X.

[58]  George M. Giaglis,et al.  A taxonomy of indoor and outdoor positioning techniques for mobile location services , 2002, SECO.

[59]  Andreas Haeberlen,et al.  Practical robust localization over large-scale 802.11 wireless networks , 2004, MobiCom '04.

[60]  David A. Wagner,et al.  Secure verification of location claims , 2003, WiSe '03.

[61]  A. Savvides,et al.  Network localization in partially localizable networks , 2005, Proceedings IEEE 24th Annual Joint Conference of the IEEE Computer and Communications Societies..

[62]  Josep Vidal,et al.  Mobile location with bias tracking in non-line-of-sight , 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

[63]  B. R. Badrinath,et al.  Ad hoc positioning system (APS) , 2001, GLOBECOM'01. IEEE Global Telecommunications Conference (Cat. No.01CH37270).

[64]  Srdjan Capkun,et al.  ROPE: robust position estimation in wireless sensor networks , 2005, IPSN 2005. Fourth International Symposium on Information Processing in Sensor Networks, 2005..

[65]  Goran M. Djuknic,et al.  Geolocation and Assisted GPS , 2001, Computer.

[66]  S. Sakagami Vehicle Position Estimates by Multi-beam Antennas in Multi-path Environments , 1992 .

[67]  Ying Zhang,et al.  Localization from mere connectivity , 2003, MobiHoc '03.

[68]  Gaetano Borriello,et al.  Design and Calibration of the SpotON Ad-Hoc Location Sensing System , 2001 .

[69]  A. S. Krishnakumar,et al.  On the accuracy of signal strength-based estimation techniques , 2005, Proceedings IEEE 24th Annual Joint Conference of the IEEE Computer and Communications Societies..

[70]  Radhika Nagpal,et al.  Organizing a Global Coordinate System from Local Information on an Ad Hoc Sensor Network , 2003, IPSN.

[71]  Prathima Agrawal,et al.  Secure localization in sensor networks using transmission range variation , 2005, IEEE International Conference on Mobile Adhoc and Sensor Systems Conference, 2005..

[72]  Hari Balakrishnan,et al.  6th ACM/IEEE International Conference on on Mobile Computing and Networking (ACM MOBICOM ’00) The Cricket Location-Support System , 2022 .