Ultrasonic backscattering in tissue: characterization through Nakagami-generalized inverse Gaussian distribution.
Ultrasonic tissue characterization through composite probability distributions such as Nakagami-lognormal, Nakagami-gamma, Nakagami-inverse Gaussian has been found to be useful. Such a probabilistic description also depicts heavy tails which arise from multiple scattering in tissue besides local and global variations in scattering cross-sections. A new composite probability distribution, viz. Nakagami-generalized inverse Gaussian distribution (NGIGD) with four parameters is proposed which under different limiting conditions results in approximating the known distributions. A salient aspect of the new distribution is that the probability density function (pdf) of NGIGD variate is available in closed form and is analytically tractable.
School of Computer and Systems Sciences, Jawaharlal Nehru University, New Delhi 110 067, India.
Rajeev
R
Agrawal
Karmeshu
D008962:Models, Theoretical; D014465:Ultrasonics