Identifiability in Blind Deconvolution with Subspace or Sparsity Constraints

Yanjun Li, Kiryung Lee, Yoram Bresler

Blind deconvolution (BD), the resolution of a signal and a filter given their convolution, arises in many applications. Without further constraints, BD is ill-posed. In practice, s…