Title :
Channel decoding using inter- and intra-correlation of source encoded frames
Author :
Veaux, Christophe ; Scalart, Pascal ; Gilloire, éAndr
Author_Institution :
Speech Coding Group, CNET, Lannion, France
Abstract :
The goal of source controlled channel decoding is to improve the performance of the channel decoder by using the residual redundancy of the source encoded data. The original approach exploits only the interframe correlation between bits and a few simple schemes have been devised in order to use the intraframe correlation. In this paper, we present an efficient method to exploit the intraframe correlation during the channel decoding process. We estimate an a priori soft value of the bit being decoded from the bits already decoded along the trellis path. This estimate is then used together with the estimate obtained from interframe correlation in the Viterbi metric. We also introduce an adaptive estimator of bit correlation that takes into account the reliability of the bits at the decoder output. Our channel decoding algorithm is applied to the full-rate and enhanced full-rate speech codecs in the GSM system and results in a noticeable improvement of the bit error rate
Keywords :
Viterbi decoding; adaptive estimation; cellular radio; combined source-channel coding; correlation theory; error statistics; redundancy; speech codecs; GSM system; Viterbi metric; a priori soft value; adaptive estimator; bit correlation; bit error rate; channel decoding; enhanced full-rate speech codec; inter-correlation; intra-correlation; performance; residual redundancy; source encoded frames; Bit error rate; Decoding; Electronic mail; GSM; Read only memory; Redundancy; Speech codecs; Speech coding; Telecommunication control; Viterbi algorithm;
Conference_Titel :
Data Compression Conference, 2000. Proceedings. DCC 2000
Conference_Location :
Snowbird, UT
Print_ISBN :
0-7695-0592-9
DOI :
10.1109/DCC.2000.838150