Title :
The EXIT-characteristic of softbit-source decoders
Author :
Adrat, Marc ; Brauers, Johannes ; Clevorn, Thorsten ; Vary, Peter
Author_Institution :
Inst. of Commun. Syst. & Data Process., RWTH Aachen Univ., Germany
fDate :
6/1/2005 12:00:00 AM
Abstract :
We outline a new technique to compute the EXIT-characteristic of softbit-source decoders analytically without extensive histogram measurements. Based on the analytic considerations it is straightforward to derive a compact determination rule for the maximum value of attainable extrinsic information. We also show that the area under the EXIT-characteristic grows almost logarithmically with the prediction gain which is utilizable due to the residual redundancy in the source data.
Keywords :
combined source-channel coding; decoding; EXIT-characteristic; extrinsic information; histogram measurement; softbit-source decoder; source data; Communication channels; Convergence; Data processing; Gaussian processes; Histograms; Information analysis; Iterative decoding; Redundancy; Speech codecs; Visualization;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2005.1437364