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Paper detail

On the Information Loss in Memoryless Systems: The Multivariate Case

In this work we give a concise definition of information loss from a system-theoretic point of view. Based on this definition, we analyze the information loss in static input-output systems subject to a continuous-valued input. For a certain class of multiple-input, multiple-output systems the information loss is quantified. An interpretation of this loss is accompanied by upper bounds which are simple to evaluate. Finally, a class of systems is identified for which the information loss is necessarily infinite. Quantizers and limiters are shown to belong to this class.

preprint2011arXivOpen access
Bernhard C. GeigerGernot Kubin
math.ITInformation Theorynlin.SI
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Bernhard C. GeigerGernot Kubin

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