Journal of the Korean Institute of Telematics and Electronics C (전자공학회논문지C)

The Institute of Electronics and Information Engineers (대한전자공학회)
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A neural network algorithm for the channel assignment in cellular mobile communication

이동통신에서의 채널할당 신경망 알고리즘

  • 최광호 (건국대학교 전자공학과) ;
  • 이강장 (건국대학교 전자공학과) ;
  • 김준한 (건국대학교 전자공학과) ;
  • 전옥준 (육군사관학교 전자공학과) ;
  • 조용범 (건국대학교 전자공학과)
  • Published : 1998.05.01
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Abstract

This paper proposes a neural network algorithm for a channel assignment in cellular mobile communications. The proposed algorithm is developed base on hopfield neural network in order to minimize the number of channel without a confliction between cells. To compare the performance of the proposed algorithm, we used seven benchmark problems selected from kunz's and funabiki's papers. Experimental results show that the convergence times are reduced form 27% to 66% compared with Kunz's and funabiki's algorithm and vonvergence rates are improved to 100%.

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