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
fDate :
3/1/2004 12:00:00 AM
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;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2003.822899