Title :
Counting balanced sequencesw/o forbidden patterns via the betheapproximation and loop calculus
Author_Institution :
Dept. of Electr. Eng., Stanford Univ., Stanford, CA, USA
fDate :
June 29 2014-July 4 2014
Abstract :
Motivated by coding-theoretic questions that arise in the context of flash-memory-based data storage, we consider the problem of (approximately) counting the number of sequences of length n that are balanced and that avoid certain patterns. We do this by formulating a suitable factor graph whose total sum represents the desired quantity, by computing the Bethe approximation of the total sum, and by bounding the difference between the total sum and its Bethe approximation via the loop calculus technique. Although there are alternative techniques for counting the above-mentioned sequences, the presented counting technique has the potential to generalize more easily to other setups.
Keywords :
encoding; flash memories; graph theory; sequences; storage management; Bethe approximation; balanced sequences counting; coding-theoretic questions; factor graph; flash-memory-based data storage; loop calculus; Approximation methods; Calculus; Context; Encoding; Graphical models; Sum product algorithm;
Conference_Titel :
Information Theory (ISIT), 2014 IEEE International Symposium on
Conference_Location :
Honolulu, HI
DOI :
10.1109/ISIT.2014.6875105