Title : 
Estimation of bit error probabilities using a priori information
         
        
            Author : 
Kaindl, M. ; Hindelang, T.
         
        
            Author_Institution : 
Inst. for Commun. Eng., Munich Univ. of Technol., Germany
         
        
        
        
        
        
            Abstract : 
The coded data stream of today´s powerful source codecs still contains residual redundancy. Due to the fact that coding is usually done frame by frame, this redundancy remains both inside a frame and also in a time correlation of successive frames. The redundancy should be used as a priori information at the receiver to improve the decoding result. Often the majority of the source parameters are almost uncorrelated, but never the less a small number of correlated parameters can be observed. Especially the most significant bits of these parameters are most correlated. We assume a periodic order of the a priori bits. Using the distance spectrum and Viterbi´s (1979) upper bound formula, we show that it is possible to determine the optimal (with respect to bit error rate) order of the a priori bits and to calculate an estimate of the resulting bit error rate for perfect a priori information.
         
        
            Keywords : 
codecs; convolutional codes; correlation methods; decoding; error statistics; parameter estimation; source coding; BER; Viterbi´s upper bound formula; a priori information; bit error probabilities; bit error rate; coded data stream; correlated parameters; decoding; distance spectrum; most significant bits; nonsystematic convolutional code; periodic order; receiver; residual redundancy; source codecs; source coding; source parameters; time correlation; AWGN; Bit error rate; Codecs; Computer errors; Data engineering; Decoding; Estimation error; Redundancy; Upper bound; Viterbi algorithm;
         
        
        
        
            Conference_Titel : 
Global Telecommunications Conference, 1999. GLOBECOM '99
         
        
            Print_ISBN : 
0-7803-5796-5
         
        
        
            DOI : 
10.1109/GLOCOM.1999.831736