Title :
Importance sampling simulation of concatenated block codes
Author :
Ferrari, M. ; Bellini, S.
Author_Institution :
Dipt. di Elettronica e Inf., Politecnico di Milano, Italy
fDate :
10/1/2000 12:00:00 AM
Abstract :
An importance sampling (IS) simulation of block codes based on the serial or parallel concatenation of simple codes is considered. At very low bit error rates, traditional Monte Carlo simulations cannot be performed due to the very long simulation time that would be required. IS techniques can be very helpful in these cases. It is shown how IS can be applied to evaluate the performance of optimal MAP bit-per-bit decoders, and of non-optimal (turbo-like) iterative decoders
Keywords :
Hamming codes; block codes; concatenated codes; error statistics; importance sampling; iterative decoding; 2D Hamming product codes; 2D single parity check product codes; concatenated block codes; importance sampling simulation; non-optimal iterative decoders; optimal MAP bit-per-bit decoders; parallel concatenation; serial concatenation; turbo-like iterative decoders; very low bit error rates;
Journal_Title :
Communications, IEE Proceedings-
DOI :
10.1049/ip-com:20000662