On the feasibility of using wireless ethernet for indoor localization

IEEE 802.11b wireless Ethernet is becoming the standard for indoor wireless communication. This paper proposes the use of measured signal strength of Ethernet packets as a sensor for a localization system. We demonstrate that off-the-shelf hardware can accurately be used for location sensing and real-time tracking by applying a Bayesian localization framework.

[1]  Peter Cheeseman,et al.  On the Representation and Estimation of Spatial Uncertainty , 1986 .

[2]  Kostas E. Bekris,et al.  Robotics-Based Location Sensing Using Wireless Ethernet , 2002, MobiCom '02.

[3]  Hugh F. Durrant-Whyte,et al.  Mobile robot localization by tracking geometric beacons , 1991, IEEE Trans. Robotics Autom..

[4]  Keiji Nagatani,et al.  Topological simultaneous localization and mapping (SLAM): toward exact localization without explicit localization , 2001, IEEE Trans. Robotics Autom..

[5]  Benjamin Kuipers,et al.  A robot exploration and mapping strategy based on a semantic hierarchy of spatial representations , 1991, Robotics Auton. Syst..

[6]  H. Hashemi,et al.  The indoor radio propagation channel , 1993, Proc. IEEE.

[7]  Ingemar J. Cox,et al.  Blanche-an experiment in guidance and navigation of an autonomous robot vehicle , 1991, IEEE Trans. Robotics Autom..

[8]  Wolfram Burgard,et al.  Robust Monte Carlo localization for mobile robots , 2001, Artif. Intell..

[9]  Aleksandar Neskovic,et al.  Modern approaches in modeling of mobile radio systems propagation environment , 2000, IEEE Communications Surveys & Tutorials.

[10]  Jonathan P. How,et al.  3D Formation Flight Using Differential Carrier-Phase GPS Sensors , 1999 .

[11]  Philip Harley,et al.  Short distance attenuation measurements at 900 MHz and 1.8 GHz using low antenna heights for microcells , 1989, IEEE J. Sel. Areas Commun..

[12]  Sebastian Thrun,et al.  A Probabilistic On-Line Mapping Algorithm for Teams of Mobile Robots , 2001, Int. J. Robotics Res..

[13]  Kurt Konolige,et al.  Markov Localization using Correlation , 1999, IJCAI.

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

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

[16]  W. Burgard,et al.  Markov Localization for Mobile Robots in Dynamic Environments , 1999, J. Artif. Intell. Res..

[17]  Sebastian Thrun,et al.  Probabilistic Algorithms in Robotics , 2000, AI Mag..

[18]  Homayoun Hashemi,et al.  Impulse Response Modeling of Indoor Radio Propagation Channels , 1993, IEEE J. Sel. Areas Commun..

[19]  Wolfram Burgard,et al.  Monte Carlo Localization: Efficient Position Estimation for Mobile Robots , 1999, AAAI/IAAI.

[20]  A. M. Abdullah,et al.  Wireless lan medium access control (mac) and physical layer (phy) specifications , 1997 .

[21]  T. Logsdon Understanding the Navstar , 1995 .

[22]  Ansi Ieee,et al.  Part11 : Wireless LAN Media Access Control (MAC) and Physical Layer (PHY) Specifications , 1999 .

[23]  Howie Choset,et al.  Sensor-Based Exploration: Incremental Construction of the Hierarchical Generalized Voronoi Graph , 2000, Int. J. Robotics Res..

[24]  Kostas E. Bekris,et al.  Using wireless Ethernet for localization , 2002, IEEE/RSJ International Conference on Intelligent Robots and Systems.

[25]  P. Bahl,et al.  User Location and Tracking in an In-Building Radio Network , 1999 .

[26]  Michael R. M. Jenkin,et al.  Computational principles of mobile robotics , 2000 .