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Modeling the ultrasound backscattered signal using /spl alpha/-stable distributions
Conference proceeding

Modeling the ultrasound backscattered signal using /spl alpha/-stable distributions

A.P Petropulu, R Wang and K Piccoli
1996 IEEE Ultrasonics Symposium. Proceedings, v 2, pp 1093-1096 vol.2
1996

Abstract

Attenuation Filtering Gaussian distribution Noise level Nonlinear filters Probability distribution Radar scattering Tail Ultrasonic imaging Ultrasonic transducers
The tissue is modeled as a collection of point scatterers embedded in a uniform medium. Drawing parallels from the modeling of radar returns we show that under certain assumptions the backscattered ultrasound rf signal follows a symmetric /spl alpha/-stable distribution. The parameter /spl alpha/ is shown to be related to the tissue density and attenuation. Based on real breast data we verify the theoretically derived model, and demonstrate that model parameters can be used to track tissue structure changes inside the tissue.

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