Using wireless Ethernet for localization

IEEE 802.11b wireless Ethernet is rapidly becoming the standard for in-building and short-range wireless communication. Many mobile devices such as mobile robots, laptops and PDAs already use this protocol for wireless communication. Many wireless Ethernet cards measure the signal strength of incoming packets. This paper investigates the feasibility of implementing a localization system using this sensor. Using a Bayesian localization framework, we show experiments demonstrating that off-the-shelf wireless hardware can accurately be used for location sensing and tracking with about one meter precision in a wireless-enabled office building.

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

[2]  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..

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

[4]  Hugh F. Durrant-Whyte,et al.  Mobile robot localization by tracking geometric beacons , 1991, 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]  Homayoun Hashemi,et al.  Impulse Response Modeling of Indoor Radio Propagation Channels , 1993, IEEE J. Sel. Areas Commun..

[7]  P. A. Godwin,et al.  A prison guard Duress alarm location system , 1993, 1993 Proceedings of IEEE International Carnahan Conference on Security Technology.

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

[9]  T. Logsdon Understanding the Navstar: GPS, GIS, and IVHS , 1995 .

[10]  Liqiang Feng,et al.  Navigating Mobile Robots: Systems and Techniques , 1996 .

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

[12]  Leslie Pack Kaelbling,et al.  Planning and Acting in Partially Observable Stochastic Domains , 1998, Artif. Intell..

[13]  J. Werb,et al.  Designing a positioning system for finding things and people indoors , 1998 .

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

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

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

[17]  Voon Chin Phua,et al.  Wireless lan medium access control (mac) and physical layer (phy) specifications , 1999 .

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

[19]  Andy Hopper,et al.  The Anatomy of a Context-Aware Application , 1999, Wirel. Networks.

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

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

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

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

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

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