The Restricted Isometry Property of Block Diagonal Matrices Generated by $\phi$-Sub-Gaussian Variables

Yiming Chen, Guozheng Dai, Kaiti Ding

In this paper, we prove the restricted isometry property of block diagonal random matrices with elements from $\phi$-sub-Gaussian variables, which extends the previously known results…