16 September 2011 Identity variance for multi-object estimation
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Abstract
We define the notion of an "identity variance" for expressing the level of uncertainty between target identities in a PDF representing the states of multiple targets. This, coupled with an OSPA covariance introduced in past work, can form a basis for evaluating both the accuracy of the state estimates as well as the confidence in the identities of the states. A potential application of the identity variance is as a criterion for choosing between waveforms optimized for producing accurate position estimates versus good classification information on a multifunction radar.
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David F. Crouse, David F. Crouse, Peter Willett, Peter Willett, } "Identity variance for multi-object estimation", Proc. SPIE 8137, Signal and Data Processing of Small Targets 2011, 81370S (16 September 2011); doi: 10.1117/12.897736; https://doi.org/10.1117/12.897736
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