Title :
Average error exponent of undetected error probability of binary matrix ensembles
Author :
Mimura, Kazushi ; Wadayama, Tadashi ; Tanaka, Toshiyuki ; Kabashima, Yoshiyuki
Author_Institution :
Hiroshima City Univ., Hiroshima, Japan
fDate :
July 31 2011-Aug. 5 2011
Abstract :
We evaluate average error exponent of the undetected error probability of binary matrix ensembles by applying statistical-mechanics approach, which is called the “quenched” average error exponent. In the exixting analysis, the “annealed” average error exponent, which is the error exponent of the average undetected error probability, has been evaluated. The quenched average error exponent is more suitable to capture typical behaviors. We show that there are some cases where the annealed exponent is overestimated for the irregular sparse matrix ensemble. We also show that the quenched average error exponent is equivalent to the annealed average error exponents for the regular sparse matrix ensemble.
Keywords :
error detection codes; error statistics; sparse matrices; annealed average error exponent; average undetected error probability; binary matrix ensemble; irregular sparse matrix ensemble; quenched average error exponent; regular sparse matrix ensemble; statistical-mechanics approach; Annealing; Educational institutions; Equations; Error probability; Information theory; Presses; Sparse matrices;
Conference_Titel :
Information Theory Proceedings (ISIT), 2011 IEEE International Symposium on
Conference_Location :
St. Petersburg
Print_ISBN :
978-1-4577-0596-0
Electronic_ISBN :
2157-8095
DOI :
10.1109/ISIT.2011.6033766