DocumentCode :
758723
Title :
Approximate Calibration-Free Trajectory Reconstruction in a Wireless Network
Author :
Almudevar, Anthony
Author_Institution :
Dept. Biostat. & Comput. Biol., Univ. of Rochester, Rochester, NY
Volume :
56
Issue :
7
fYear :
2008
fDate :
7/1/2008 12:00:00 AM
Firstpage :
3081
Lastpage :
3088
Abstract :
The problem of location tracking of a mobile station in a wireless network has received considerable attention in recent literature. In many installations, a mobile station transmits a radio frequency signal which is received at a number of base stations, from which location estimation follows. Such an application requires some form of signal-distance calibration, either an empirical signal map, or a model-based method which relies on functional relationships between signal and distance derivable from physical principles. In this paper, we propose an alternative approach in which a time series of received signal strength (RSS) measurements is mapped onto a plane in a manner which preserves the general topological and directional properties of any trajectory of a mobile station. This is accomplished without requiring a signal-distance calibration, or even exact knowledge of the base station locations. A detailed proof of the stability properties of the mapping is given. An implementation protocol is developed, and illustrated with numerical examples.
Keywords :
mobility management (mobile radio); tracking; RSS; calibration-free trajectory reconstruction; empirical signal map; location estimation; location tracking; mobile station; model-based method; protocol; radio frequency signal; received signal strength; signal-distance calibration; wireless network; Base stations; Calibration; Frequency estimation; RF signals; Radio frequency; Signal mapping; Stability; Time measurement; Trajectory; Wireless networks; Location estimation; tracking; wireless networks;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2008.919090
Filename :
4545244
Link To Document :
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