Title :
Error exponents for recursive decoding of Reed-Muller codes
Author :
Burnashev, Marat ; Dumer, Ilya
Author_Institution :
Inst. for Inf. Transmission Problems, Moscow
Abstract :
Recursive decoding is studied for Reed-Muller (RM) codes used on a binary symmetric channel. Decoding is performed beyond the bounded distance radius d/2 and corrects most error patterns of weight up to (dlnd)/2. In our analysis, decoding is decomposed into consecutive steps, with one information bit derived in each step. Then the error probability of each step is defined by the recursive recalculations of the Bernoulli random variables. We derive the exponential moments of the recalculated random variables. As a result, tight exponential bounds on the output error probability are obtained for the two recursive algorithms considered in the paper. For both algorithms, the derived error exponents almost coincide with simulation results
Keywords :
Reed-Muller codes; channel coding; decoding; error statistics; recursive estimation; telecommunication channels; Bernoulli random variables; Reed-Muller codes; binary symmetric channel; bounded distance radius; error exponents; error patterns; error probability; exponential bounds; exponential moments; recursive algorithms; recursive decoding; recursive recalculations; Algorithm design and analysis; Decoding; Error analysis; Error correction; Error correction codes; Error probability; Hamming distance; Information analysis; Performance analysis; Random variables;
Conference_Titel :
Information Theory, 2006 IEEE International Symposium on
Conference_Location :
Seattle, WA
Print_ISBN :
1-4244-0505-X
Electronic_ISBN :
1-4244-0504-1
DOI :
10.1109/ISIT.2006.261623