Real‐time feedback control of computer networks based on predicted state estimation
Author(s) -
N. U. Ahmed,
Hui Song
Publication year - 2005
Publication title -
mathematical problems in engineering
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.262
H-Index - 62
eISSN - 1026-7077
pISSN - 1024-123X
DOI - 10.1155/mpe.2005.7
Subject(s) - control (management) , feedback control , computer science , state (computer science) , model predictive control , telecommunications network , networked control system , control theory (sociology) , control engineering , engineering , artificial intelligence , computer network , algorithm
We present a real-time feedback control strategy to optimize the dynamic performance of a computer communication network. In previous studies closely related to this topic, feedback delay, arising from communication delay, was shown to degrade system perfor- mance. Considering this negative impact of delay, we propose a new control law which predicts the traffic in advance and exercises control based on the predicted traffic. We demonstrate through simulation experiments that the predictive feedback control law substantially improves the system performance.
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