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This report describes the application of hybrid state estimation theory to develop a unified theory of airborne surveillance. Hybrid state estimation provides a framework for treating estimation problems with both continuous numerical-valued variables and discrete logical-valued variables, allowing for modeling different surveillance problems such as multiple maneuvering targets and missile launch interferences. The report examines various models and investigates optimal tracking algorithms.
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