Estimation of Gilbert's model parameters using the simulated annealing method

Tan Hsu Tan*, Wen-Whei Chang

*Corresponding author for this work

Research output: Contribution to conferencePaper

1 Scopus citations

Abstract

Errors encountered in digital mobile radio channels are not independent but exhibit varying degrees of statistical dependencies. In many mobile applications, Gilbert's finite-state Markov chain model has been shown to adequately characterize the bursty-noise binary channels. An estimation method based on the simulated annealing algorithm is proposed for computing the model parameters from the sample error sequences. Experimental results indicate that the simulated annealing method yields more accurate identification at a faster convergence rate for comparison with the gradient iterative method.

Original languageEnglish
Pages1226-1229
Number of pages4
DOIs
StatePublished - 1 Dec 1996
EventProceedings of the 1996 7th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC'96. Part 3 (of 3) - Taipei, Taiwan
Duration: 15 Oct 199618 Oct 1996

Conference

ConferenceProceedings of the 1996 7th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC'96. Part 3 (of 3)
CityTaipei, Taiwan
Period15/10/9618/10/96

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    Tan, T. H., & Chang, W-W. (1996). Estimation of Gilbert's model parameters using the simulated annealing method. 1226-1229. Paper presented at Proceedings of the 1996 7th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC'96. Part 3 (of 3), Taipei, Taiwan, . https://doi.org/10.1109/PIMRC.1996.568479