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Design of a robust active queue management algorithm based on feedback compensation

机译:基于反馈补偿的鲁棒主动队列管理算法设计

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Active Queue Management (AQM) is a very active research area in networking. The main objective of an AQM mechanism is to provide low delay and low loss service in best-effort service networks. In this paper we propose a new AQM algorithm based on the feedback compensation technique in control theory. The algorithm is called Proportional Integral based series compensation, and Position feedback compensation (PIP). By choosing the appropriate feedback compensation element and its parameters, the properties of the corrected system become dependent, to a great extent, on the series and feedback compensatory elements. Thus, PIP can eliminate the error incurred by the inaccuracy in the linear system model as well as eliminate the sensitivity to the changes in system parameters like load level, propagation delay, etc. The performance of PIP is compared to PI using ns simulations. From the experiments and analysis we conclude that PIP is more responsive to and robust under time-varying network conditionsthan PI.
机译:活动队列管理(AQM)是网络中非常活跃的研究领域。 AQM机制的主要目标是在尽力而为的服务网络中提供低延迟和低损耗的服务。在本文中,我们基于控制理论中的反馈补偿技术提出了一种新的AQM算法。该算法称为基于比例积分的串联补偿和位置反馈补偿(PIP)。通过选择合适的反馈补偿元件及其参数,校正后的系统的性能在很大程度上取决于串联和反馈补偿元件。因此,PIP可以消除线性系统模型中的不精确性引起的误差,并消除对系统参数(如负载水平,传播延迟等)变化的敏感性。使用ns仿真将PIP的性能与PI进行比较。通过实验和分析,我们得出结论,在时变网络条件下,PIP比PI更具响应性和更强健。

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