| 移动通信系统信道分配的神经网络算法 |
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| 引用本文： | 刘刚,冯刚,吴诗其.移动通信系统信道分配的神经网络算法[J].电子科技大学学报(社会科学版),1995(6). |
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| 作者姓名： | 刘刚 冯刚 吴诗其 |
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| 作者单位： | 成都电子科技大学信息所 |
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| 基金项目： | 国家科委863高科技项目 |
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| 摘 要： | 引入神经网络模型和算法来解决移动通信系统中信道分配问题，采用改进的Ｋｏｈｏｎｅｎ自组织模型，提出了在此模型下的信道分配神经网络算法，给出了仿真结果。结果表明神经网络算法解决分布式控制的动态信道分配门题是有效的，它对ＦＤＭＡ、ＴＤＭＡ、ＣＤＭＡ移动通信系统信道分配有重要参考价值，特别是对大容量、大地域的移动通信系统（如ＧＳＭ系统、移动卫星通信系统）的信道分配有特殊的意义。
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| 关 键 词： | 移动通信 信道分配 神经网络 分布式控制 |
A Neural Network Algorithm of Channel Assignment in Mobile Communication Systems |
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| Liu Gang,Feng Gang,Wu Shiqi.A Neural Network Algorithm of Channel Assignment in Mobile Communication Systems[J].Journal of University of Electronic Science and Technology of China(Social Sciences Edition),1995(6). |
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| Authors: | Liu Gang Feng Gang Wu Shiqi |
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| Abstract: | A neural network model is introduced to solve the channel assignmet problem in mobile communication systems in this paper.A modified Kohonen's self-organization and associative memorymodel is adopted.Based on this model,a channel assignmet algorithm is derived using a neural network andthe computer simulation results are also given.The results show that it is a valid way to solve the distributeddynamic channel assignment problem using a neural network model.The neural network algorithm proposed in this paper can provide great reference value to FDMA,TDMA,CDMA systems.It is significant to thelarge capacity,large scal mobile communication systems,for example,GSM system ,mobile satellitecommmunication system. |
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| Keywords: | mobile communication channel assignment neural network distributed control |
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