Title :
A new stopping rule for turbo decoders
Author :
Popovski, Zafir ; Stavrova, Tatjana Ulcar
Author_Institution :
ETF, Skopje, Macedonia
Abstract :
The iterative decoding process to decode turbo codes is rather time consuming and stopping rules are applied to prematurely quit the process, for the decoder might have already reached a decision in an earlier iteration. In this paper we set up a new soft stopping rule based on probability density evolution of the extrinsic information. We adopted a model in which the evolution is expressed through a figure of merit defined by the evolving mean of the extrinsic\´s pdf. A value of this figure is then used as a threshold to stop the decoding process. The performances of some threshold values are compared with the performance of a "magic" rule and of the standard decoder using fixed numbers of iterations. The criteria used for performance comparison are decoding speed, error performance and computational complexity. The results show a significant increase in the average decoding speed at almost no cost concerning the performance. The negligible computational requirements give this rule an advantage.
Keywords :
iterative decoding; turbo codes; average decoding speed; computational complexity; error performance; figure of merit; iterative decoding; probability density evolution; soft stopping rule; turbo decoder; Costs; Delay effects; Encoding; H infinity control; Iterative decoding; Iterative methods; Maximum likelihood decoding; Particle measurements; Probability density function; Turbo codes;
Conference_Titel :
Applied Electromagnetics and Communications, 2003. ICECom 2003. 17th International Conference on
Print_ISBN :
953-6037-39-4
DOI :
10.1109/ICECOM.2003.1290963