A Genetic Approach to Cell-by-Cell Dynamic Spectrum Allocation for Optimising Spectral Efficiency in Wireless Mobile Systems

@article{Thilakawardana2007AGA,
  title={A Genetic Approach to Cell-by-Cell Dynamic Spectrum Allocation for Optimising Spectral Efficiency in Wireless Mobile Systems},
  author={Duminda Thilakawardana and Klaus Moessner},
  journal={2007 2nd International Conference on Cognitive Radio Oriented Wireless Networks and Communications},
  year={2007},
  pages={367-372}
}
This paper highlights the potential of using genetic algorithms as a solution approach to the cell-by-cell dynamic spectrum allocation problem which is considered as a NP-hard optimization problem. Genetic algorithms are stochastic search optimization techniques modelled on the Darwinian theories and now increasingly applied for such type of problems. Representation is the most crucial element in a genetic algorithm and a novel 2D encoding method is proposed in this work to map the allocation… CONTINUE READING
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