On the relationship between blind deconvolution and blind source separation

In this paper, we explore the relationships between the two related tasks of blind deconvolution and blind source separation. The maximum likelihood method for parameter estimation is shown to provide a unifying framework for deriving blind deconvolution and blind source separation algorithms. To illustrate the structural relationships between the two tasks, we consider the problem of blind source separation under circulant mixing conditions, …