Active Queue Management in TCP networks based on Nonlinear Generalized Minimum Variance control

Atieh Keshavarz-Mohammadiyan, H. Khaloozadeh
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Abstract

In this paper a new Active Queue Management (AQM) strategy based on Nonlinear Generalized Minimum Variance (NGMV) control is proposed for TCP/AQM networks. The NGMV control is a model free method which only requires output of the system. Cost function of this method involves weighted output error and weighted control signal terms. The NGMV controller is implemented in order to minimize the cost function which results in a decrease in the jitter (the variance of delay). The numerical simulation results confirm the effectiveness of the proposed method.
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基于非线性广义最小方差控制的TCP网络主动队列管理
针对TCP/AQM网络,提出了一种基于非线性广义最小方差(NGMV)控制的主动队列管理(AQM)策略。NGMV控制是一种无需模型的方法,只需要系统的输出。该方法的代价函数涉及加权输出误差和加权控制信号项。NGMV控制器的实现是为了最小化代价函数,从而减少抖动(延迟方差)。数值仿真结果验证了该方法的有效性。
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