Target localization with binary observations: Effect of censoring non-detecting sensors | IEEE Conference Publication | IEEE Xplore

Target localization with binary observations: Effect of censoring non-detecting sensors


Abstract:

The problem of localization of an uncooperative target with binary detectors is considered. The effect of neglecting data from (censoring) non-detecting sensors, assumed ...Show More

Abstract:

The problem of localization of an uncooperative target with binary detectors is considered. The effect of neglecting data from (censoring) non-detecting sensors, assumed in most existing algorithms, is studied. A general analysis of the percentage of Fisher information lost due to censoring is presented. This provides a quantitative measure for deterioration of the Cramer-Rao bound due to this censoring strategy. The results are then used to quantify this loss for the case of Rayleigh fading.
Date of Conference: 31 July 2011 - 05 August 2011
Date Added to IEEE Xplore: 03 October 2011
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Conference Location: St. Petersburg, Russia

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