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Concavity of Channel Capacity in P

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Theorem
InfoTheory

The Information Capacity with Input Cost, C(P)C(P) is concave, continuous, and increasing in PP (i.e. the budget per source symbol from average cost constraint (t(),P)(t(\cdot),P)), for P>0P>0.