Active Queue Management in TCP Networks Based on fuzzy-PID Controller

Hossein Ashtiani; Dr. Hamed Moradi Pour

Active Queue Management in TCP Networks Based on fuzzy-PID Controller

Hossein Ashtiani * §

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Dr. Hamed Moradi Pour

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§ Azad University of Babol

Active Queue Management in TCP Networks Based on fuzzy-PID Controller

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Abstract

We introduce a novel and robust active queue management (AQM) scheme based on a fuzzy controller, called hybrid fuzzy-PID controller. In the TCP network, AQM is important to regulate the queue length by passing or dropping the packets at the intermediate routers. RED, PI, and PID algorithms have been used for AQM. But these algorithms show weaknesses in the detection and control of congestion under dynamically changing network situations. In this paper a novel Fuzzy-based proportional-integral derivative (PID) controller, which acts as an active queue manager (AQM) for Internet routers, is proposed. These controllers are used to reduce packet loss and improve network utilization in TCP/IP networks. A new hybrid controller is proposed and compared with traditional RED based controller. Simulations are carried out to demonstrate the effectiveness of the proposed method and show that, the new hybrid fuzzy PID controller provides better performance than random early detection (RED) and PID controllers.

References

19 Cites in Article

Reference Format

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Funding

No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

Ethical Approval

No ethics committee approval was required for this article type.

Data Availability

Not applicable for this article.

How to Cite This Article

Hossein Ashtiani, Dr. Hamed Moradi Pour. 1970. "Active Queue Management in TCP Networks Based on fuzzy-PID Controller". Global Journal of Computer Science and Technology GJCST Volume 10 (GJCST Volume 10 Issue 9).

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GJCST Volume 10 Issue 9

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Journal Specifications

Crossref Journal DOI 10.17406/gjcst

Print ISSN 0975-4350

e-ISSN 0975-4172

Keywords

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Submission ReceivedFebruary 13, 2010
Peer Review Double Blind
Handling Editor
Accepted February 28, 2010
Published March 15, 2010

Version of record

v1.2

Issue date

September 25, 2010

Language

English

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Article Matrices

Total Score: 147

Country: Unknown

Subject: Global Journal of Computer Science and Technology

Authors: Dr. Hamed Moradi Pour , Hossein Ashtiani (PhD/Dr. count: 1)

View Count (all-time): 167

Total Views (Real + Logic): 8488

Total Downloads (simulated): 623

Publish Date: 2010 03, Mon

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Total Views: 8.5K

Total Downloads: 623

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