대한전기학회:학술대회논문집 (Proceedings of the KIEE Conference)
- 대한전기학회 2006년도 제37회 하계학술대회 논문집 D
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- Pages.1807-1808
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- 2006
지능형 능동 큐 관리 제어기
Intelligent AQM Controller
- 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.)
- 발행 : 2006.07.12
초록
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.
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