Title :
Evaluation of soft decision decoding algorithms for linear block codes applied to wireless communication multipath channels-modifications for incorporating channel information
Author :
Babalis, P.G. ; Capsalis, C.N.
Author_Institution :
Dept. of Electr. & Comput. Eng., Athens Nat. Tech. Univ., Greece
Abstract :
Summary form only given. The performance of different soft decision decoding algorithms for linear block codes applied to fading channels is studied. All the algorithms achieve either the performance of maximum-likelihood-decoding (MLD) or approximate that. One class of the algorithms is a simplified scheme for correlation decoding by selecting certain codewords using erasure information setting a suitable threshold value at the received sequence. This algorithm achieves nearly the performance of correlation decoding for a certain value of threshold. The other class includes the algorithms which use a maximum likelihood metric as a decision criterion for the codeword which is chosen and achieve MLD. This metric is based on the estimation of the probability of one bit to have been sent given the received energy level. Computer simulation results are derived for different terrestrial and satellite channel models. The models which have been used are the well known Rayleigh, the combined Rayleigh-lognormal and Rice-lognormal one, and a model for satellite channels including time factor A. All the algorithms and channels are compared for three different BCH codes (15, 11, 3), (15, 7, 5) and (15, 5, 7) with the same block length and different correction capability. The results show that the performance of decoding algorithms which are MLD is always superior to those which approximate MLD
Keywords :
BCH codes; Rayleigh channels; Rician channels; block codes; channel coding; linear codes; log normal distribution; maximum likelihood decoding; satellite communication; BCH codes; Rayleigh channels; Rayleigh-lognormal channels; Rice-lognormal channels; block length; channel information; codewords; computer simulation results; correlation decoding; decision criterion; erasure information; fading channels; linear block codes; maximum likelihood metric; multipath channels; probability; received energy level; satellite channel models; soft decision decoding algorithms; terrestrial channel models; wireless communication; Block codes; Computer simulation; Energy states; Fading; Maximum likelihood decoding; Maximum likelihood estimation; Multipath channels; Satellites; Time factors; Wireless communication;
Conference_Titel :
Applied Electromagnetism, 2000. Proceedings of the Second International Symposium of Trans Black Sea Region on
Conference_Location :
Xanthi
Print_ISBN :
0-7803-6428-7
DOI :
10.1109/AEM.2000.943271