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Realization of multidimensional signal processing systems given in natural k-D state space description

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Abstract

The paper addresses design, analysis, and realization of linear, discrete domain k-D signal processing systems based on a natural state space description. The latter is chosen to overcome restrictions by widely known Givone-Roesser and Fornasini-Marchesini models. It is capable of describing noncausal systems as well as shift operations with respect to more than one coordinate direction. It thus provides a system description that offers better compliance with possible hardware realizations than existing models and thus allows evaluation and consideration of many realization specific effects.

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Authors and Affiliations

  1. University of Wuppertal, 42119, Wuppertal, Germany

    Joerg Velten, Sam Schauland & Anton Kummert

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  1. Joerg Velten
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  2. Sam Schauland
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  3. Anton Kummert
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Correspondence to Joerg Velten.

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Velten, J., Schauland, S. & Kummert, A. Realization of multidimensional signal processing systems given in natural k-D state space description. Multidim Syst Sign Process 23, 281–290 (2012). https://doi.org/10.1007/s11045-010-0117-0

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  • DOI: https://doi.org/10.1007/s11045-010-0117-0

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