Fractal Characteristics Analysis of Wireless Network Traffic Based on Hurst Parameter

摘要：

This paper uses three statistical analyses methods, R/S statistic, variance-time plots and periodogram-based analysis, to estimate the Hurst parameter of the wireless network traffic. The fractal statistical characteristics of wireless network traffic are studied based on the Hurst parameter. Simulation results compare the parameter estimation values of fractal wireless network traffic by utilizing above three statistical approaches. The simulation results demonstrate that wireless network traffic exhibits fractal characteristics. These results can be very useful for the performance improvement and the system design optimization of wireless network.

作者: Taijun Wang Qin Yu Yuming Mao

作者单位: School of Communication and Information Engineering, University of Electronic Science and Technology, Chengdu, China

会议类型: 国际会议

会议名称: 2009国际通信电路与系统学术会议(ICCCAS 2009)(2009 International Conference on Communications，Circuits and Systems)

会议地点: 成都

会议语种:英文

页码: 173-176

在线出版日期: 2009-07-23（万方平台首次上网日期，不代表论文的发表时间）