| 一种基于神经网络的无线TCP性能改进机制 |
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| 引用本文： | 刘俊. 一种基于神经网络的无线TCP性能改进机制[J]. 科学技术与工程, 2011, 11(8) |
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| 作者姓名： | 刘俊 |
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| 作者单位： | 深圳信息职业技术学院电子通信技术系,深圳,518029 |
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| 摘 要： | 传统TCP拥塞控制机制由于无法区分拥塞丢包与无线误码丢包，使其在无线环境中传输性能急剧恶化。从避免无线误码丢包出发，提出一种利用传统拥塞控制机制得到的参数（往返时间、重传数据量、拥塞窗口等），基于无线环境的误码情况和神经网络算法进行TCP段尺寸调整的TCP性能改进方案。仿真结果表明，基于神经网络的TCP改进机制性能得到明显改善。
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| 关 键 词： | 传输控制协议；无线网络；神经网络；段尺寸 |
| 收稿时间： | 2010-12-21 |
| 修稿时间： | 2010-12-28 |
A Enhanced wireless TCP performance scheme based on Neural network |
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| liu jun. A Enhanced wireless TCP performance scheme based on Neural network[J]. Science Technology and Engineering, 2011, 11(8) |
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| Authors: | liu jun |
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| Affiliation: | LIU Jun (Department of Electronics and Communications Technology,Shenzhen Institute of Information Technology,Shenzhen 518029,P.R.China) |
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| Abstract: | The Transmission Control Protocol (TCP) has been a factual standard in the Internet today and it does not work in gear in wireless network because it only attributes packet loss to congestion. This paper proposes a scheme of adjusting TCP segment size based on Neural network and wireless network. Simulation results show that this scheme can improve TCP protocol performance in wireless network. |
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| Keywords: | TCP Wireless network Neural network Segment Size |
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