Design a Robust Fractional order TID Controller for Congestion Avoidance in TCP/AQM system

Layla H. Abood, I. Ali, B. K. Oleiwi
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引用次数: 1

Abstract

The most important problem that effect on data flow efficiency in network systems the congestion problem, to obtain a stable behavior in TCP/AQM systems, an active queue management (AQM) is adopted for solving congestion and guarantee regular path for communicate in these network. In this paper uses a Matlab program to simulate a robust Fractional Order Tilt Integral Derivative (FOTID) controller for controlling the AQM system, Snake Optimization Algorithm (SOA) is suggested to obtain the controller variables and uses the Integral Time Absolute Error (ITAE) function to adjust system response by eliminating system error. The transient analysis is utilized for the proposed controller and two classical types of controller (PI&PID) to see the superior performance of FOTID proposed controller and then applies robustness analysis to the proposed controller in two step the first step is varying the desired queue length to different values(200,300,400) packet and the second step is by varying the link capacity to ±20% from its original value; in the two test done the controller faces these variations efficiently and return the system response to a stable and robust desired value.
TCP/AQM系统中稳健分数阶TID控制器的设计
网络系统中影响数据流效率的最重要问题是拥塞问题,为了在TCP/AQM系统中获得稳定的行为,采用主动队列管理(AQM)来解决拥塞问题,并保证网络中通信路径的规则。本文利用Matlab程序模拟了一种用于控制AQM系统的鲁棒分数阶倾斜积分导数(FOTID)控制器,提出了Snake优化算法(SOA)来获取控制器变量,并利用积分时间绝对误差(ITAE)函数来消除系统误差来调整系统响应。通过对所提出的控制器和两种经典类型的控制器(PI&PID)进行暂态分析,观察FOTID所提出控制器的优越性能,然后对所提出的控制器进行鲁棒性分析,第一步是将期望队列长度改变为不同值(200,300,400)数据包,第二步是将链路容量改变为原始值的±20%;在完成的两次测试中,控制器有效地面对这些变化,并将系统响应返回到稳定且鲁棒的期望值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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