DocumentCode
900369
Title
Cramer-Rao bound analysis of distributed positioning in sensor networks
Author
Larsson, Erik G.
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Florida, Gainesville, FL, USA
Volume
11
Issue
3
fYear
2004
fDate
3/1/2004 12:00:00 AM
Firstpage
334
Lastpage
337
Abstract
In future applications of sensor networking technology, it is envisioned that nodes will be able to determine their geographical position by measuring the range differences between one another in a collaborative fashion. The aim of this letter is to provide quantitative expressions that can be used both to facilitate an understanding for why such distributed positioning works and to assess the ultimately achievable accuracy in practice. Specifically, we compute the Crame´r-Rao bound on the positioning accuracy, under different assumptions on the network synchronization. Numerical examples illustrate our results.
Keywords
Global Positioning System; ad hoc networks; synchronisation; wireless sensor networks; Cramer-Rao bound analysis; GPS; Global Positioning System; ad hoc network; distributed positioning accuracy; geographical position determination; network synchronization; quantitative expression; radio-location; range difference; sensor network; Ad hoc networks; Collaboration; Coordinate measuring machines; Global Positioning System; Intelligent networks; Noise measurement; Performance evaluation; Position measurement; Radio navigation; Sensor systems;
fLanguage
English
Journal_Title
Signal Processing Letters, IEEE
Publisher
ieee
ISSN
1070-9908
Type
jour
DOI
10.1109/LSP.2003.822899
Filename
1268022
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