Clustering method

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  • #317

    Presenter
    Participant

    Hi,

    What type of clustering method have you used in clustering users? If you have used a different clustering algorithm would you get completely different results?

    Thanks,
    Mahir

    #322

    Presenter
    Participant

    We create a cluster by generating normal random variables for the x and y coordinates of UEs. The mean is zero; i.e. the cluster is at the center of the cell. We control the degree of clustering by adjusting the standard deviation. I believe the results would not be too different if a different cluster model were used. The important thing was to create a deployment in which many users gathered around the base station (rather than being uniformly distributed in the cell). The standard deviation however affects the results. The paper argues that the degree of clustering has an effect on throughput.

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