Title :
Stochastic-Resonance Based Iterative Detection for Serially-Concatenated Turbo Codes
Author :
Sugiura, Shinya ; Ichiki, Akihisa ; Tadokoro, Yukihiro
Author_Institution :
Toyota Central R&D Laboratories, Inc., Nagakute, Japan
Abstract :
In this letter, the concept of multiple serially-concatenated codes is invoked in the context of stochastic resonance (SR), where the achievable performance is improved by increasing noise power. More specifically, the receiver´s iterative decoding process is characterized with the aid of extrinsic information transfer (EXIT) charts, such that the SR effect induced by a non-linear component is taken into account. Our simulation results demonstrate that although the SR demodulator´s log-likelihood ratio (LLR) outputs are not Gaussian distributed, the corresponding EXIT trajectory matches the prediction from the associated inner- and outer-codes´ EXIT curves, while reaching the perfect convergence point in terms of mutual information. Therefore, an infinitesimally low bit-error ratio (BER) is attained by appropriately designing the channel code´s parameters based on EXIT charts.
Keywords :
Bit error rate; Convergence; Iterative decoding; Noise; Nonlinear systems; Stochastic resonance; Comparator; EXIT chart; irregular codes; iterative detection; non-linear systems; stochastic resonance;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2012.2210873