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This paper deals with the optimal measurement matrix design problem for compressed sensing (CS) systems with a dictionary given. Such a problem is usually formulated as to minimize the distance between the Gram of the equivalent dictionary of the CS systems and a target Gram of nice properties. A new design criterion is proposed, which is defined in terms of three popularly used target Grams. An algorithm...
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