关键词: 随机早期检测, 逻辑斯蒂方程, 丢包率, 网络性能, 路由器队列管理

Abstract: In order to decrease the packet loss rate, this paper imported Logistic equation to calculate the packet loss rate through the research of Random Early Detection (RED) algorithm. Through the comparison of the simulation results between Logistic RED (LGRED) and Non-Linear RED (NLRED), it is clear that the improved algorithm decreases the packet loss rate by about 28.83% compared to the original RED algorithm. The results indicate that under the same condition, LGRED algorithm is better at controlling packet loss and improving network performance.

Key words: Random Early Detection, Logistic mathematical model, packet loss ratio, network performance, Router queue management