| Intelligent Flow Control Technique of ABR Service in ATM Networks Based on Fuzzy Neural Networks |
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| 引用本文： | ZhangLiangjie LiYanda 等.Intelligent Flow Control Technique of ABR Service in ATM Networks Based on Fuzzy Neural Networks[J].通信学报,1997,18(3):3-9. |
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| 作者姓名： | ZhangLiangjie LiYanda |
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| 作者单位： | Dept of Automation，Tsinghua University，Beijing 100084 |
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| 摘 要： | ＩｎｔｅｌｉｇｅｎｔＦｌｏｗＣｏｎｔｒｏｌＴｅｃｈｎｉｑｕｅｏｆＡＢＲＳｅｒｖｉｃｅｉｎＡＴＭＮｅｔｗｏｒｋｓＢａｓｅｄｏｎＦｕｚｚｙＮｅｕｒａｌＮｅｔｗｏｒｋｓ①ＺｈａｎｇＬｉａｎｇｊｉｅＬｉＹａｎｄａＬｉＱｉｎｇｈｕａＷａｎｇＰｕ（ＤｅｐｔｏｆＡ...
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| 关 键 词： | 模糊神经网络 流量控制 异步传输网 反馈 可用位率 |
Intelligent Flow Control Technique of ABR Service in ATM Networks Based on Fuzzy Neural Networks |
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| Zhang Liangjie,Li Yanda,Li Qinghua,Wang Pu.Intelligent Flow Control Technique of ABR Service in ATM Networks Based on Fuzzy Neural Networks[J].Journal on Communications,1997,18(3):3-9. |
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| Authors: | Zhang Liangjie Li Yanda Li Qinghua Wang Pu |
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| Affiliation: | DeptofAutomation,TsinghuaUniversity,Beijing100084 |
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| Abstract: | The ATM Forum voted to implement the rate-based flow control(RBFC)scheme to manage traffic in asynchronous transfer mode(ATM)networks.RBFC will be used specifically to manage available bit rate(ABR)service.Through the study of the transmission rate adjusting of the ABR traffic source,we propose and enhanced bit rate feedback(EBRF)scheme,which is the dynamic bit rate adjusting scheme based on fuzzy neural network(FNN).Simulation results show that it can enhance the switch buffer utilization on the premise of a full link utilization. |
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| Keywords: | fuzzy neural network flow confrol congestion control euhaneed bit rate feedback(EBRF) ATM networks ABR Service |
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