ScholarLens Back to search
2009•Journal of Nanjing University of Posts and TelecommunicationsRequires access

Fractional Brownian Motion Based Equivalent Capacity and Parameter Evaluation Algorithm

Yuxu Peng

Open publisher page 0 citations

Abstract

A novel Fractional Brownian Motion(FBM) based equivalent capacity evaluation and relative parameter computing algorithms are brought forward.Firstly,the mathematic definitions of the ON/OFF source are given.Then FBM based equivalent capacity evaluation formula is deduced.Because of the great importance of the Hurst parameter,an enhanced wavelet-based estimator of the Hurst parameter is proposed.The simulation shows that the algorithms proposed in this paper are superior to those currently used.

About this research paper

What this paper is about

A novel Fractional Brownian Motion(FBM) based equivalent capacity evaluation and relative parameter computing algorithms are brought forward.Firstly,the mathematic definitions of the ON/OFF source are given.Then FBM based equivalent capacity evaluation formula is deduced.Because of the great importance of the Hurst parameter,an enhanced wavelet-based estimator of the Hurst parameter is proposed.The simulation shows that the algorithms proposed in this paper are superior to those currently used.

Why it matters

A significance statement is not available in the OpenAlex record.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

A novel Fractional Brownian Motion(FBM) based equivalent capacity evaluation and relative parameter computing algorithms are brought forward.Firstly,the mathematic definitions of the ON/OFF source are given.Then FBM based equivalent capacity evaluation formula is deduced.Because of the great importance of the Hurst parameter,an enhanced wavelet-based estimator of the Hurst parameter is proposed.The simulation shows that the algorithms proposed in this paper are superior to those currently used.

Key concepts: Fractional Brownian motion, Hurst exponent, Estimator, Mathematics, Applied mathematics, Detrended fluctuation analysis, Brownian motion, Mathematical optimization

Related papers

Related paper 1Related paper 2Related paper 3
Back to paper searchBrowse research topicsOriginal source
Fractional Brownian Motion Based Equivalent Capacity and Parameter Evaluation Algorithm — Research Paper | ScholarLens