Hybrid DE-EM Algorithm for Gaussian Mixture Model-Based Wireless Channel Multipath Clustering

Table 1

Operation procedure of the DE-EM.

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Begin:

 Initializing the generation T:

 Initializing the termination factor :

  randomly initializing the population with

 Encoded GMM parameters

  EM steps

  evaluate

 While :

   crossover

   EM steps

   evaluate

   select

  If then

  Else

  End

   mutate

 End

 EM until convergence of the log-likelihood

 is reached

End

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