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Block coding for weakly continuous channels

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Given a discrete stationary channelvfor which the mapmu rightarrow mu vcarrying each stationary, ergodic inputmuinto the input-output measuremu vis continuous (with respect to weak convergence) at at least one input, it is shown that every stationary and ergodic source with sufficiently small entropy is block transmissible over the channel. If this weak continuity condition is satisfied at every stationary ergodic input, one obtains the class of weakly continuous channels for which the usual source/channel block coding theorem and converse hold with the usual notion of channel capacity. An example is given to show that the class of weakly continuous channels properly includes the class ofbar{d}-continuous channels. It is shown that every stationary channelvis "almost" weakly continuous in the sense that every input-output measuremu vforvcan be obtained by sendingmuover an appropriate weakly continuous channel (depending onmu). This indicates that weakly continuous channels may be the most general stationary channels for which one would need a coding theorem.

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Information Theory, IEEE Transactions on  (Volume:27 ,  Issue: 6 )