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基于统计信号处理的网络链路容量和可用带宽联合估计

Combined estimation of network link capacity and available bandwidth based on statistical signal processing

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【作者】 丛林吕国晗邓北星李星

【Author】 CONG Lin1,LV Guohan2,DENG Beixing1,LI Xing1(1.Department of Electronic Engineering,Tsinghua University,Beijing 100084,China;2.Microsoft Research Asia,Beijing 100190,China)

【机构】 清华大学电子工程系微软亚洲研究院

【摘要】 网络链路容量和可用带宽参数估计是互联网领域的重要课题。该文将统计信号检测及估计方法应用于此估计问题,提出了扩展自诱导拥塞原理,实现了网络链路容量/可用带宽的联合估计算法,开发了实际测量工具pathWave。NS-2仿真平台下的测量结果验证了扩展自诱导拥塞原理的有效性。Schooner实验床环境下的实验仿真研究表明,与其他传统估计方法以及测量工具相比,pathWave以较低的测量负载和较短的测量时间,有效提高网络链路容量/可用带宽的联合估计精度。

【Abstract】 Network link capacity(lc) and available bandwidth(av-bw) are of great significance for various network domains.In this paper,the estimation of network lc/av-bw was modeled as the problem of stochastic signal state detection and signal parameter estimation.An approach to measuring network lc/av-bw was developed based on the statistical signal processing theory using the extended self-induced congestion principle.The affectivity of lc/av-bw measurement tool,pathWave,was validated in the NS-2 simulation environment.The pathWave performance was evaluated in a Schooner test-bed by comparing with other representative tools.Analytical,simulative,and experimental results show that the method based on statistical signal processing is more efficient for the combined estimation of lc/av-bw.

【基金】 国家“九七三”重点基础研究项目(2007CB310806);国家自然科学基金资助项目(60850003)
  • 【文献出处】 清华大学学报(自然科学版) ,Journal of Tsinghua University(Science and Technology) , 编辑部邮箱 ,2010年10期
  • 【分类号】TP393.06
  • 【被引频次】1
  • 【下载频次】102
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