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
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);
Conference_Titel :
Signals, Systems and Computers (ASILOMAR), 2010 Conference Record of the Forty Fourth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4244-9722-5
DOI :
10.1109/ACSSC.2010.5757858