Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)
- 2006.07d
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- Pages.1807-1808
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- 2006
Intelligent AQM Controller
지능형 능동 큐 관리 제어기
- Kim, Jae-Man (Dept. Electrical & Electronic Eng Yonsei Univ.) ;
- Choi, Yoon-Ho (School of Electronic Eng. Kyonggi Univ.) ;
- Park, Jin-Bae (Dept. Electrical & Electronic Eng Yonsei Univ.)
- Published : 2006.07.12
Abstract
In this paper, we present the wavelet neural network (WNN) controller as an active queue management(AQM) in end-to-end TCP network. AQM is important to regulate the queue length and short round trip time by passing or dropping the packets at the intermediate routers. As the role of AQM, the WNN controller adaptively controls the dropping probability of the TCP network and is trained by gradient-descent algorithm. We illustrate our result that WNN controller is superior to PI controller via simulations.
Keywords