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Performance Comparison of Hmm Discrete Channel Modeling in CDMA Links

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Executive Summary

The performance comparison of two Markov models namely the Baum Welch Algorithm based HMM and Semi Hidden Markov Model has been evaluated for a DS-CDMA link in this paper. The simulation includes the effects of AWGN, Multipath and Multiple Access Interference. Validation includes a comparison of the run length statistic for the original and regenerated error sequence from estimated models. The SHMM approach is seen to be capable of developing a more accurate model as compared to the BWA. The length of number of symbols processed at a time does not affect the accuracy in both the methods.

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