Towards Designing Optimal Sensing Matrices for Generalized Linear Inverse Problems

Junjie Ma, Ji Xu, Arian Maleki

We consider an inverse problem $\mathbf{y}=f(\mathbf{Ax})$, where $\mathbf{x}\in {\mathbb{R}}^n$ is the signal of interest, $\mathbf{A}$ is the sensing matrix, $f$ is a nonlinear fun…