期刊文献+

基于神经网络的多路无线TCP均衡控制算法 被引量:1

A Balanced-control Algorithm Based on Neural Network for Multichannel Wireless TCP Data Service
在线阅读 下载PDF
导出
摘要 针对无线网络应用,能够有效地使多路的TCP数据业务均衡地使用网络共享资源,需要系统能根据无线网络的容量实时变化,动态调整各路TCP协议拥塞窗口大小,其参数结构复杂,难于建立精确的数学模型。为此提出了一种基于BP神经网络的控制算法,利用它可有效解决多路无线TCP数据业务拥塞窗口的自适应控制问题,为基于无线网络数据业务应用的优化提出一种新的思路。 For the wireless application environment the system would be adjusted refering to the real - time capacity of wireless network, so as to make multiple wireless TCP applications to share the network resource effectively. However it was too complex to establish the exact mathematic model with all multiple wireless TCP links parameters. This paper designed one balanced- control algorithm based on neural network to resolve the adaptive control problem of muhichannel TCP data service congestion window size, which suggested one optimization method for the wireless network application.
作者 邢毅
出处 《无线电工程》 2006年第11期1-4,共4页 Radio Engineering
关键词 多路的TCP数据业务 拥塞窗口 BP神经网络 PID—AQM算法 multichannel wireless TCP data service congestion window size BP neural network PID- AQM algorithm
  • 相关文献

参考文献6

  • 1GERLA M, SANADIDI M Y, WANG R, et al. Congestion Window Control Using Bandwidth Estimation[ C]. San Antonio,Texas, USA: Proceedings of IEEE Globecom, 2001 : 1698 -1702.
  • 2MASCOLO S, CASETTI C, GERLA M, et al. Bandwidth estimation for enhanced transport over wireless links [ C ].Rome, Italy : Proceedings of ACM Mobicom, 2001 : 287 - 297.
  • 3续欣,汤凯,马刈非.无线误码信道上的拥塞控制策略[J].通信学报,2004,25(12):8-13. 被引量:8
  • 4周武暘,姚顺铨,文莉.无线Internet技术[M].北京:人民邮电出版社,2006:222—233.
  • 5STEVENS W. R. TCPIP mustrated, Volume 1 : The Protocols [ M ].Boston : Published by Addison Wesley Professional, 1994.
  • 6焦李成.神经网络的应用与实现[M].西安:西安电子科技大学出版社,1996..

二级参考文献9

  • 1MASCOLO S, CASETTI C, GERLA M. TCP westwood: bandwidth estimation for enhanced transport over wireless links[A].Proceedings of Mobicom[C]. 2001.287-297.
  • 2FLOYD S. A report on some recent developments in TCP congestion control[J]. IEEE Communications Magazine,2001,39(4) :84-90.
  • 3FLOYD S, JACOBSON V. Random early detection gateways for congestion avoidance[J]. IEEE/ACM Transactions on Networking,1993,1(4): 397-413.
  • 4ATHURALIYA S, LI V H, LOW S H. REM: active queue management[J]. IEEE Network, 2001, 15(3): 48-53.
  • 5HOLLOT C V, MISRA V, TOWSLEY D. Analysis and design of controllers for AQM routers Supporting TCP flows[A]. Special Issue of IEEE Transactions on Automatic Control on Systems and Control Methods for Communication Networks[C]. 2002.945-959
  • 6KUNNIYUR S, SRIKANT R. Analysis and design of an adaptive virtual queue algorithm for active queue management[A]. Proc ACM, Sigcomm [C].2001.123-134.
  • 7HOLLOTC, et al. On designing improved controller for AQM routers supporting TCP flows [A]. Proc of Infocom[C]. 2001.1620-1628.
  • 8MISRA V, GONG W B, TOWSLEY D. Fluid-based analysis of a network of AQM routers supporting TCP flows with an application to RED [A]. Proc of ACM/SIGCOMM[C]. 2000.151-160.
  • 9HOLLOT C, et al. A control-theoretic analysis of RED[A]. Proc of Infocom[C]. 2001.1510-1519.

共引文献46

同被引文献10

引证文献1

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部