Impact of decentralization on the performance of a Hopfield neural network-based DCA scheme

@article{Lzaro2001ImpactOD,
  title={Impact of decentralization on the performance of a Hopfield neural network-based DCA scheme},
  author={{\'O}scar L{\'a}zaro and Demessie Girma},
  journal={IEEE Communications Letters},
  year={2001},
  volume={5},
  pages={444-446}
}
The impact of decentralizing a Hopfield neural network-based dynamic channel allocation (HNN-DCA) scheme is evaluated. In this scheme, the channel assignment is performed autonomously by every cell, based on information gathered from a set of neighboring cells rather than relying upon a central resource manager and availability of complete system information. Centralized schemes are technically undesirable or computationally prohibitive, or both, since large optimization areas impose increased… CONTINUE READING

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