TY - GEN
T1 - The capacity of online (causal) q-ary error-erasure channels
AU - Chen, Zitan
AU - Jaggi, Sidharth
AU - Langberg, Michael
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2016/8/10
Y1 - 2016/8/10
N2 - In the q-ary online (causal) channel coding model, a sender wishes to communicate a message to a receiver by transmitting a codeword x = (x1, ω, xn) ⋯ {0, 1, ω, q ™ 1}n symbol-by-symbol via a channel limited to at most pn errors (symbol changes) and p∗n erasures. The channel is 'online' (i.e., 'causal') in the sense that at the ith step of communication the channel decides whether to corrupt the ith symbol or not only based on its view of the symbols (x1, ω, xi). This is in contrast to the classical adversarial channel in which the corruption is chosen with full knowledge of the sent codeword x. In this work we extend the results obtained in [1]-[4] (in which the capacities of binary online bit-flip-only channels, and separately binary online erasure-only channels were characterized). We here extend those prior results in two important ways. First, we obtain the capacity of q-ary online channels for general q (rather than just q = 2). Second, we analyze combined error-erasure corruption models (rather than studying them separately). Characterization of this much broader class of symmetric online channels gives a fuller understanding of the effects of causality on jamming adversaries. The extensions in this paper require novel approaches for both optimal code designs, and matching information-theoretic converse arguments.
AB - In the q-ary online (causal) channel coding model, a sender wishes to communicate a message to a receiver by transmitting a codeword x = (x1, ω, xn) ⋯ {0, 1, ω, q ™ 1}n symbol-by-symbol via a channel limited to at most pn errors (symbol changes) and p∗n erasures. The channel is 'online' (i.e., 'causal') in the sense that at the ith step of communication the channel decides whether to corrupt the ith symbol or not only based on its view of the symbols (x1, ω, xi). This is in contrast to the classical adversarial channel in which the corruption is chosen with full knowledge of the sent codeword x. In this work we extend the results obtained in [1]-[4] (in which the capacities of binary online bit-flip-only channels, and separately binary online erasure-only channels were characterized). We here extend those prior results in two important ways. First, we obtain the capacity of q-ary online channels for general q (rather than just q = 2). Second, we analyze combined error-erasure corruption models (rather than studying them separately). Characterization of this much broader class of symmetric online channels gives a fuller understanding of the effects of causality on jamming adversaries. The extensions in this paper require novel approaches for both optimal code designs, and matching information-theoretic converse arguments.
UR - https://www.scopus.com/pages/publications/84985947152
U2 - 10.1109/ISIT.2016.7541432
DO - 10.1109/ISIT.2016.7541432
M3 - Conference contribution
AN - SCOPUS:84985947152
T3 - IEEE International Symposium on Information Theory - Proceedings
SP - 915
EP - 919
BT - Proceedings - ISIT 2016; 2016 IEEE International Symposium on Information Theory
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2016 IEEE International Symposium on Information Theory, ISIT 2016
Y2 - 10 July 2016 through 15 July 2016
ER -