| CDMA 通信系统中均场退火神经网络实现的最佳多用户检测(英文) |
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| 引用本文： | 仲文,程时昕.CDMA 通信系统中均场退火神经网络实现的最佳多用户检测(英文)[J].东南大学学报,1998(1). |
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| 作者姓名： | 仲文 程时昕 |
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| 作者单位： | 东南大学国家移动通信重点实验室 |
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| 摘 要： | 提出了一种基于均场退火神经网络实现的最佳多用户检测方法，该方法将最佳多用户检测中求解目标函数的约束最小化问题转化为求解均场退火神经网络能量函数的全局最优点．实验结果表明均场退火多用户检测器的性能远优于传统的多用户检测器和解相关多用户检测器，同时该检测器可以在模拟硬件上实现．
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| 关 键 词： | 多用户检测，远近问题，均场退火，神经网络 |
Mean Field Annealing Neural Network for the Optimal DS/CDMA Multiuser Detector * |
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| Zhong Wen,Cheng Shixin.Mean Field Annealing Neural Network for the Optimal DS/CDMA Multiuser Detector *[J].Journal of Southeast University(English Edition),1998(1). |
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| Authors: | Zhong Wen Cheng Shixin |
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| Institution: | Zhong Wen ** Cheng Shixin |
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| Abstract: | In this paper, an optimal multi user detector in DS/CDMA communication systems based on the mean field annealing (MFA) neural network is proposed. It is shown that the NP complete problem of minimizing the objective function of the optimal multi user detector can be translated into minimizing an MFA network energy function. Numerical results show that the proposed detector offers significant performance gain relative to the conventional detector and decorrelating detector while it can be implemented easily in analog hardware. |
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| Keywords: | multi user detection near far problem mean field annealing neural network |
| 本文献已被 CNKI 等数据库收录！ |
