DocumentCode
2504127
Title
Biasing emitter location estimates via false location injection
Author
Huie, Lauren M. ; Fowler, Mark L.
fYear
2011
fDate
28-30 June 2011
Firstpage
249
Lastpage
252
Abstract
We consider the problem of a rogue introducing bias into a network estimating location under the time difference of arrival (TDOA) method. In particular we consider how a rogue by injecting only a single false sensor position can drive the network´s location estimate a specified distance away from the true value. The least squares (LS) residuals is minimized to find the false location to inject given the rogue´s desired distance offset. In order to illustrate the success of our method, we consider the statistical tools that the locating network might employ to handle our false information injection including least squares and in the presence of outliers robust least median squares (LMS). We show that our method can successfully bias the location estimate of an estimating network when both LS and LMS methods are used.
Keywords
direction-of-arrival estimation; estimation theory; least mean squares methods; sensor placement; LS residual; TDOA method; biasing emitter location estimation network; false location injection; least square residual; robust LMS; robust least median square; rogue; single false sensor position; time difference of arrival method; Accuracy; Estimation; Jacobian matrices; Least squares approximation; Robustness; Signal to noise ratio; Weight measurement; Emitter location; TDOA; information injection; non-linear least squares;
fLanguage
English
Publisher
ieee
Conference_Titel
Statistical Signal Processing Workshop (SSP), 2011 IEEE
Conference_Location
Nice
ISSN
pending
Print_ISBN
978-1-4577-0569-4
Type
conf
DOI
10.1109/SSP.2011.5967672
Filename
5967672
Link To Document