2011Electronic Design EngineeringRequires access

Simulation and evaluate the random variable of alpha-stable distribution

Baowei Cao

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Abstract

The numerous man-made and natural noises in many communication channels are non-Gaussian and impulsive.Alpha-stable distribution model based on non-Gaussian causes the optimal receivers degenerate significantly was designed.The model can accurately describe the many types of impulse noise,and conducted the model simulation and model parameter estimation.The results show that alpha-stable distribution model can better describe the noise in the channels.

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What this paper is about

The numerous man-made and natural noises in many communication channels are non-Gaussian and impulsive.Alpha-stable distribution model based on non-Gaussian causes the optimal receivers degenerate significantly was designed.The model can accurately describe the many types of impulse noise,and conducted the model simulation and model parameter estimation.The results show that alpha-stable distribution model can better describe the noise in the channels.

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Available abstract

The numerous man-made and natural noises in many communication channels are non-Gaussian and impulsive.Alpha-stable distribution model based on non-Gaussian causes the optimal receivers degenerate significantly was designed.The model can accurately describe the many types of impulse noise,and conducted the model simulation and model parameter estimation.The results show that alpha-stable distribution model can better describe the noise in the channels.

Key concepts: Stable distribution, Impulse noise, Impulse (physics), Gaussian, Gaussian noise, Distribution (mathematics), Alpha (finance), Computer science

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