Journal of Systems Engineering and Electronics ›› 2011, Vol. 33 ›› Issue (2): 416-422.doi: 10.3969/j.issn.1001-506X.2011.02.37

• 通信与网络 • 上一篇    下一篇

一种基于Fuzzy-PID控制的组播拥塞控制机制

康巧燕, 王建峰, 王蓉, 马丽华   

  1. 空军工程大学电讯工程学院, 陕西 西安 710077
  • 出版日期:2011-02-28 发布日期:2010-01-03

Novel multicast congestion control mechanism based on fuzzy-PID control

KANG Qiao-yan, WANG Jian-feng, WANG Rong, MA Li-hua   

  1. Novel multicast congestion control mechanism based on fuzzy-PID control
  • Online:2011-02-28 Published:2010-01-03

摘要:

针对现有实际通用组播(pragmatic general multicast protocol, PGM)拥塞控制方案难以适应网络的动态变化等不足,提出了一种基于模糊比例积分微分(fuzzy proportional plus integral plus derivative, Fuzzy-PID)控制的组播拥塞控制机制(fuzzy-PID controlled multicast congestion control mechanism, FPIDMCC)。FPIDMCC在源端和接收端代表间运用Fuzzy-PID控制方案,使源端能快速响应网络拥塞,实时调整发送速率并使之趋于稳定,增强了对动态网络的适应性;此外,采用基于代表和中间节点反馈聚集相结合的方式进行反馈控制,可有效避免反馈爆炸。其中Fuzzy-PID控制方案结合了传统PID和模糊推理的优点,由模糊推理得到PID控制参数,减少了对系统模型的依赖性。仿真结果表明,FPIDMCC机制拥塞响应速度快、系统稳定性好、动态适应能力强。

Abstract:

The existing pragmatic general multicast protocol (PGM) multicast congestion control mechanisms are difficult to satisfy the requirements of networks under various network enviroments. To overcome the limitation, a fuzzy-PID controlled multicast congestion control mechanism (FPIDMCC) is proposed. FPIDMCC introduces a fuzzy-PID controller between the source and the current limiting receivers (CLR). By using the proposed scheme, the sender  can response to network congestion rapidly, adjust the source's sending rate timely and bring it to be stable gradually. And FPIDMCC has well dynamic adaptability to satisfy the various requirements of networks. The fuzzy-PID controller combines the metrics of traditional PID controller and fuzzy inference scheme, thus reducing the dependence on system model. In addition, FPIDMCC can avoid the feedback explosion effectively by using the feedback control method based on the CLR and intermediate nodes aggregation. The simulation results show that FPIDMCC has well system stability, fast response speed and good  dynamic adaptability.

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