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Model Reduction of 2-D IIR Filters

Model Reduction of 2-D IIR Filters
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摘要 The work presented in this paper concerns with analysis and synthesis of the two-dimensional Infinite Impulse Response (IIR) filters based on model order reduction. The synthesis is performed with two methods, the Prony's method (Prony modified) and Iterative method, in the spatial domain, and with the method of Semi-Definite iterative Programming (SDP), in the frequency domain. After synthesis, we make an order reduction of the filter model by the Quasi-Gramians method. The work presented in this paper concerns with analysis and synthesis of the two-dimensional Infinite Impulse Response (IIR) filters based on model order reduction. The synthesis is performed with two methods, the Prony's method (Prony modified) and Iterative method, in the spatial domain, and with the method of Semi-Definite iterative Programming (SDP), in the frequency domain. After synthesis, we make an order reduction of the filter model by the Quasi-Gramians method.
出处 《Journal of Signal and Information Processing》 2012年第4期438-456,共19页 信号与信息处理(英文)
关键词 Stability Recursively Computable LINEAR PHASE STATE Space BALANCED REALIZATION Model REDUCTION Stability Recursively Computable Linear Phase State Space Balanced Realization Model Reduction
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