PI Stabilization for Congestion Control of AQM Routers with Tuning Parameter Optimization

被引：11

作者：

Chebli, S. ^{[1
]}

Elakkary, A. ^{[1
]}

Sefiani, N. ^{[1
]}

Elalami, N. ^{[2
]}

机构：

[1] LASTIMI, Grad Sch Technol Sale, Crown Prince St,BP 227, Sale Medina, Morocco

[2] Mohamdia Sch Engineers, POB 765,Ibn Sina St, Rabat, Morocco

来源：

INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE | 2016年 / 4卷 / 01期

关键词：

Congestion Control; Activequeue Management (AQM); Stabilization; PI Controller; First Order Delay System; Genetic Algorithm (GA);

D O I：

10.9781/ijimai.2016.4110

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper, we consider the problem of stabilizing network using a new proportional-integral (PI) based congestion controller in active queue management (AQM) router; with appropriate model approximation in the first order delay systems, we seek a stability region of the controller by using the Hermite-Biehler theorem, which isapplicable to quasipolynomials. A Genetic Algorithm technique is employed to derive optimal or near optimal PI controller parameters.

引用

页码：52 / 55

页数：4

共 22 条

[1]

Alshimaa H. I., 2014, INT J COMPUTER APPL, V92

[2]

[Anonymous], 1989, GENETIC ALGORITHM SE

[3] GPGPU Implementation of a Genetic Algorithm for Stereo Refinement [J].

Arranz, Alvaro ;

Alvar, Manuel .

INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE, 2015, 3 (02) :69-76

[4]

Chebli S., 2015, P EL INF TECHN ICEIT, P12

[5] ANALYSIS OF THE INCREASE AND DECREASE ALGORITHMS FOR CONGESTION AVOIDANCE IN COMPUTER-NETWORKS [J].

CHIU, DM ;

JAIN, R .

COMPUTER NETWORKS AND ISDN SYSTEMS, 1989, 17 (01) :1-14

[6]

Farkh R., 2009, INT J ELECT ELECT EN, V3, P1, DOI [10.1155/2009/212053, DOI 10.1155/2009/212053]

[7]

Fatla Klaudiusz, GENETIC ALGORITHMS P

[8]

Griffin Ian, 2003, ONLINE PID CONTROLLE

[9]

JACOBSON V, 1988, P ACM SIGCOMM STANF

[10] Internet congestion control [J].

Low, SH ;

Paganini, F ;

Doyle, JC .

IEEE CONTROL SYSTEMS MAGAZINE, 2002, 22 (01) :28-43

← 1 2 3 →