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This volume contains survey and original articles presenting the state of the art on the application of Groebner bases in control theory and signal processing. The contributions are based on talks delivered at the Special Semester on Groebner Bases and Related Methods at the Johann Radon Institute of Computational and Applied Mathematics (RICAM), Linz, Austria, in May 2006.