Title :
Convergence behavior of iteratively decoded parallel concatenated codes
Author :
Ten Brink, Stephan
Author_Institution :
Bell Labs., Lucent Technol., Holmdel, NJ, USA
fDate :
10/1/2001 12:00:00 AM
Abstract :
Mutual information transfer characteristics of soft in/soft out decoders are proposed as a tool to better understand the convergence behavior of iterative decoding schemes. The exchange of extrinsic information is visualized as a decoding trajectory in the extrinsic information transfer chart (EXIT chart). This allows the prediction of turbo cliff position and bit error rate after an arbitrary number of iterations. The influence of code memory, code polynomials as well as different constituent codes on the convergence behavior is studied for parallel concatenated codes. A code search based on the EXIT chart technique has been performed yielding new recursive systematic convolutional constituent codes exhibiting turbo cliffs at lower signal-to-noise ratios than attainable by previously known constituent codes
Keywords :
concatenated codes; convergence of numerical methods; error statistics; iterative decoding; polynomials; search problems; turbo codes; EXIT chart; bit error rate; code memory; code polynomials; code search; constituent codes; convergence behavior; decoding trajectory; extrinsic information transfer chart; iteratively decoded parallel concatenated codes; mutual information transfer characteristics; recursive systematic convolutional constituent codes; signal-to-noise ratio; soft in/soft out decoders; turbo cliff position; AWGN; Bit error rate; Concatenated codes; Convergence; Iterative decoding; Mutual information; Noise measurement; Parity check codes; Signal to noise ratio; Visualization;
Journal_Title :
Communications, IEEE Transactions on