Title :
Second-Order Coding Rates for Channels With State
Author :
Tomamichel, Marco ; Tan, Vincent Y. F.
Author_Institution :
Center for Quantum Technol., Nat. Univ. of Singapore, Singapore, Singapore
Abstract :
We study the performance limits of state-dependent discrete memoryless channels with a discrete state available at both the encoder and the decoder. We establish the ε-capacity as well as necessary and sufficient conditions for the strong converse property for such channels when the sequence of channel states is not necessarily stationary, memoryless, or ergodic. We then seek a finer characterization of these capacities in terms of second-order coding rates. The general results are supplemented by several examples including independent identically distributed and Markov states and mixed channels.
Keywords :
Markov processes; channel capacity; channel coding; decoding; ε-capacity; Markov states; converse property; decoder; discrete state; encoder; independent identically distributed states; mixed channels; second-order coding rates; state-dependent discrete memoryless channels; Channel coding; Decoding; Dispersion; Error probability; Random variables; Tin; Channel coding; channel with state; dispersion; information spectrum; second-order;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2014.2324555