Title :
Error recovery properties of quasi-arithmetic codes and soft decoding with length constraint
Author :
Malinowski, Simon ; Jégou, Hervé ; Guillemot, Christine
Author_Institution :
IRISA, Rennes Univ.
Abstract :
In this paper, we propose a method to analyse the error recovery properties of quasi-arithmetic codes. This method is adapted from the one proposed in J. Maxted and J. Robinson (1985) for variable length codes. The expected number of symbols affected by a single bit error and the probability mass function of the gain/loss (P.F. Swaszek and P. DiCicco, 1995) of symbols following a single bit error can be computed with this method. A method to estimate this probability mass function when a bitstream is sent over a binary symmetrical channel is then proposed. The aggregated state model for soft decoding of variable length codes proposed in H. Jegou et al. (2005) is then extended to quasi-arithmetic codes, as the synchronisation recovery properties of both kind of codes are similar. The soft decoding results of this scheme reveal high performance with a reasonable computing cost
Keywords :
channel coding; decoding; probability; variable length codes; binary symmetrical channel; error recovery properties; probability mass function; quasi-arithmetic codes; soft decoding; synchronisation recovery; variable length codes; Arithmetic; Costs; Decoding; Delay; Encoding; Entropy coding; Error analysis; High performance computing; Neodymium; Probability;
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.2006.261985