23 June 2000 Kalman approach to accuracy management for interoperable heterogeneous model abstraction within an HLA-compliant simulation
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Abstract
This paper reports on results from an ongoing project to develop methodologies for representing and managing multiple, concurrent levels of detail and enabling high performance computing using parallel arrays within distributed object-based simulation frameworks. At this time we present the methodology for representing and managing multiple, concurrent levels of detail and modeling accuracy by using a representation based on the Kalman approach for estimation. The Kalman System Model equations are used to represent model accuracy, Kalman Measurement Model equations provide transformations between heterogeneous levels of detail, and interoperability among disparate abstractions is provided using a form of the Kalman Update equations.
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Donald M. Leskiw, Junmei Zhau, "Kalman approach to accuracy management for interoperable heterogeneous model abstraction within an HLA-compliant simulation", Proc. SPIE 4026, Enabling Technology for Simulation Science IV, (23 June 2000); doi: 10.1117/12.389370; https://doi.org/10.1117/12.389370
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