DocumentCode
3017934
Title
A closed form for false location injection under time difference of arrival
Author
Huie, Lauren M. ; Fowler, Mark L.
Author_Institution
Air Force Res. Lab., Rome, NY, USA
fYear
2010
fDate
7-10 Nov. 2010
Firstpage
1851
Lastpage
1855
Abstract
We consider a sensor network, which in the presence of a rogue sensor, is tasked with estimating emitter location under the time difference of arrival (TDOA) method. The rogue seeks to maximally degrade estimation accuracy by injecting a single false report of sensor position. Our closed form solution gives a set of false positions that minimize the network´s Fisher Information Matrix (FIM). We find that the rogue sensor should report a false position along the vector pointing from the emitter to its valid paired sensor. Further, a method for finding the false location that not only minimizes the FIM but is also robust to the location network´s ability to detect and reject erroneous TDOA measurements is developed.
Keywords
estimation theory; time-of-arrival estimation; vectors; wireless sensor networks; Fisher information matrix; closed form; estimating emitter location; false location injection; rogue sensor; sensor network; sensor position; time difference of arrival; vector pointing; Accuracy; Closed-form solution; Geometry; Maximum likelihood estimation; Minimization; Time difference of arrival; Emitter Location; False Data; Fisher Information; Information Injection; Time Difference of Arrival (TDOA);
fLanguage
English
Publisher
ieee
Conference_Titel
Signals, Systems and Computers (ASILOMAR), 2010 Conference Record of the Forty Fourth Asilomar Conference on
Conference_Location
Pacific Grove, CA
ISSN
1058-6393
Print_ISBN
978-1-4244-9722-5
Type
conf
DOI
10.1109/ACSSC.2010.5757858
Filename
5757858
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