Title :
Analytic expressions for the bit error probabilities of rate-1/2 memory 2 convolutional encoders
Author :
Lentmaier, Michael ; Truhachev, Dmitri V. ; Zigangirov, Kamil Sh
Author_Institution :
Dept. of Inf. Technol., Lund Univ., Sweden
fDate :
6/1/2004 12:00:00 AM
Abstract :
Analytic expressions for the exact bit error probabilities of rate R=1/2, memory m=2 convolutional encoders are derived for a maximum-likelihood (ML) decoder and transmission over the binary-symmetric channel (BSC). The resulting expressions are rational functions of the crossover probability of the BSC. In addition to classical nonsystematic encoders without feedback, we consider also recursive systematic encoders, which became especially important as component encoders in concatenated coding schemes. To attest the validity of the results, they are compared to computer simulations. Based on the presented technique also the bit error probability and the probability distribution of the output log-likelihood ratios of the Max-Log-MAP algorithm are derived in analytic form.
Keywords :
concatenated codes; convolutional codes; error statistics; maximum likelihood decoding; probability; rational functions; binary-symmetric channel; bit error probability; concatenated coding scheme; convolutional encoder; crossover probability; max-log-MAP algorithm; maximum a posteriori algorithm; maximum-likelihood decoding; output log-likelihood ratio; probability distribution; rational function; recursive systematic encoder; Computer simulation; Concatenated codes; Convolutional codes; Error probability; Feedback; Information technology; Iterative decoding; Maximum likelihood decoding; Maximum likelihood estimation; Viterbi algorithm; BSC; Binary-symmetric channel; ML; bit error probability; convolutional codes; decoding; maximum-likelihood;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2004.828105