Title :
On coding schemes for channels with mismatched decoding
Author :
Somekh-Baruch, Anelia
Author_Institution :
Fac. of Eng., Bar-Ilan Univ., Ramat-Gan, Israel
Abstract :
The problem of mismatched decoding for discrete memoryless channels is addressed. A mismatched cognitive multiple-access channel is introduced, and an inner bound on its capacity region is derived using two alternative encoding methods: superposition coding and random binning. The inner bounds are derived by analyzing the average error probability of the code ensemble for both methods and by a tight characterization of the resulting error exponents. Random coding converse theorems are also derived. A comparison of the achievable regions shows that in the matched case, random binning performs as well as superposition coding, i.e., the region achievable by random binning is equal to the capacity region. The achievability results are further specialized by investigating a cognitive multiple access channel whose achievable sum-rate serves as a lower bound on the single-user channel´s capacity. In certain cases, for given auxiliary random variables this bound strictly improves on the achievable rate derived by Lapidoth.
Keywords :
channel capacity; channel coding; cognitive radio; decoding; error statistics; multi-access systems; Lapidoth; channel capacity; cognitive multiple-access channel; discrete memoryless channels; error probability; mismatched decoding; random binning; random coding converse theorems; superposition coding; Decoding; Encoding; IP networks; Measurement; Memoryless systems; Random variables;
Conference_Titel :
Information Theory Proceedings (ISIT), 2013 IEEE International Symposium on
Conference_Location :
Istanbul
DOI :
10.1109/ISIT.2013.6620195