Title :
Adaptive early-stopping threshold for LTE turbo decoder
Author :
Torrea-Duran, Rodolfo ; Novo, David ; Desset, Claude ; Naessens, Frederik ; Van der Perre, Liesbet
Author_Institution :
Wireless Res. Group, Inter Univ. Micro-Electron. Center (IMEC), Leuven, Belgium
Abstract :
Turbo coding has been adopted by 3GPP-LTE standard for error correction. However, decoding with a fixed number of iterations may lead to excessive processing, penalizing battery-operated terminals while fewer iterations are sometimes sufficient. Early-stopping criteria can stop the iterative process when a certain confidence threshold has been achieved. However, practical implementations use a fixed threshold. In this paper we propose an adaptive approach based on the block size and coding rate to select the best threshold for two state-of-the-art early-stopping techniques. We show gains up to 38% in average number of iterations with respect to a fixed-threshold approach and higher gains with respect to a fixed-iterations approach without degradation under the LTE performance constraints. Moreover, our approach does not require SNR knowledge.
Keywords :
Long Term Evolution; codecs; iterative methods; telecommunication standards; turbo codes; 3GPP-LTE standard; battery-operated terminals; decoding; error correction; iterative process; state-of-the-art early-stopping techniques; turbo coding; turbo decoder; Decision support systems; Europe; Signal processing;
Conference_Titel :
Signal Processing Conference, 2010 18th European
Conference_Location :
Aalborg