On the Performance Bound of Sparse Estimation with Sensing Matrix Perturbation

Yujie Tang, Laming Chen, Yuantao Gu

This paper focusses on the sparse estimation in the situation where both the the sensing matrix and the measurement vector are corrupted by additive Gaussian noises. The performanc…