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An operational perspective is used to understand the relationship betweensource and channel coding. This is based on a direct reduction of one problemto another that uses random coding (and hence common randomness) but unlike allprior work, does not involve any functional computations, in particular, nomutual-information computations. This result is then used to prove a universalsource-channel separation theorem in the rate-distortion context whereuniversality is in the sense of a compound ``general channel.''

Equivalence perspectives in communication, source-channel connections and universal source-channel separation