A Framework for Automatic Clustering of Parametric MIMO Channel Data Including Path Powers

@article{Czink2006AFF,
  title={A Framework for Automatic Clustering of Parametric MIMO Channel Data Including Path Powers},
  author={Nicolai Czink and Pierluigi Cera and Jari Salo and Ernst Bonek and Jukka-Pekka Nuutinen and Juha Ylitalo},
  journal={IEEE Vehicular Technology Conference},
  year={2006},
  pages={1-5}
}
We present a solution to the problem of identifying clusters from MIMO measurement data in a data window, with a minimum of user interaction. Conventionally, visual inspection has been used for the cluster identification. However this approach is impractical for a large amount of measurement data. Moreover, visual methods lack an accurate definition of a "cluster" itself. We introduce a framework that is able to cluster multi-path components (MPCs), decide on the number of clusters, and discard… CONTINUE READING
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