TY - GEN
T1 - Improved upper bounds on the capacity of binary channels with causal adversaries
AU - Dey, Bikash Kumar
AU - Jaggi, Sidharth
AU - Langberg, Michael
AU - Sarwate, Anand D.
PY - 2012
Y1 - 2012
N2 - In this work we consider the communication of information in the presence of a causal adversarial jammer. In the setting under study, a sender wishes to communicate a message to a receiver by transmitting a codeword x = (x 1, ..., xn) bit-by-bit over a communication channel. The adversarial jammer can view the transmitted bits xi one at a time, and can change up to a p-fraction of them. However, the decisions of the jammer must be made in a causal manner. Namely, for each bit xi the jammer's decision on whether to corrupt it or not must depend only on xj for j ≤ i. This is in contrast to the "classical" adversarial jammer which may base its decisions on its complete knowledge of x. Binary channels with causal adversarial jammers have seen recent studies in which both lower bounds and upper bounds on their capacity is derived. In this work, we present improved upper bounds on the capacity which hold for both deterministic and stochastic encoding schemes.
AB - In this work we consider the communication of information in the presence of a causal adversarial jammer. In the setting under study, a sender wishes to communicate a message to a receiver by transmitting a codeword x = (x 1, ..., xn) bit-by-bit over a communication channel. The adversarial jammer can view the transmitted bits xi one at a time, and can change up to a p-fraction of them. However, the decisions of the jammer must be made in a causal manner. Namely, for each bit xi the jammer's decision on whether to corrupt it or not must depend only on xj for j ≤ i. This is in contrast to the "classical" adversarial jammer which may base its decisions on its complete knowledge of x. Binary channels with causal adversarial jammers have seen recent studies in which both lower bounds and upper bounds on their capacity is derived. In this work, we present improved upper bounds on the capacity which hold for both deterministic and stochastic encoding schemes.
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U2 - 10.1109/ISIT.2012.6284300
DO - 10.1109/ISIT.2012.6284300
M3 - Conference contribution
AN - SCOPUS:84867520702
SN - 9781467325790
T3 - IEEE International Symposium on Information Theory - Proceedings
SP - 681
EP - 685
BT - 2012 IEEE International Symposium on Information Theory Proceedings, ISIT 2012
T2 - 2012 IEEE International Symposium on Information Theory, ISIT 2012
Y2 - 1 July 2012 through 6 July 2012
ER -