Jacobian approximation of the Sum-Alpha stopping criterion

Jacobian approximation of the Sum-Alpha stopping criterion

Error correction
Iterative decoding
Log-MAP algorithm
Stopping rule
Turbo code

This article will report the development of new application of the Sum-Alpha stopping criterion to the case of log – maximum a posterioru Log-MAP turbo decoding. It shows how to adapt Sum-Alphas quantities when using the Log-MAP algorithm and how to deduce a good decision threshold. We apply a logarithm to the quantity Sum-Alpha which is evaluated by the same Jacobian logarithm of the Log-MAP algorithm. We call this new adaptation Jacobian Approximation of Sum-Alpha (JASA) criterion. The simulation results demonstrate that the JASA criterion achieves comparable performance (in terms of bit error rate (BER) and frame error rate (FER)) to the Sum-Alpha and cross-entropy (CE) criteria, with the same average number of iterations.

Aissa Ouardi

Journal homepage: http://journal.uad.ac.id/index.php/TELKOMNIKA

Mar 23, 2025

PERI IRAWAN

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