Homodyned K-distribution Simulation Database

The simulation test data for two sample sizes of 1024 and 4096. Different observations of the simulation test data were generated for 31 different values of log10(α) ∈ {−0.3, . . . , 1.3}, and 11 values of k ∈ {0, . . . , 1.25}. For each value of log10(α) and k, 10 realizations were generated, giving 3410 sample sets for each
sample size.

If you use this dataset, please cite the following publication:

Tehrani, A.K., Cloutier, G., Tang, A., Rosado-Mendez, I.M. and Rivaz, H., 2024. Homodyned K-Distribution Parameter Estimation in Quantitative Ultrasound: Autoencoder and Bayesian Neural Network Approaches. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control.