Multidimensional Gradient-MUSIC: A Global Nonconvex Optimization Framework for Optimal Resolution

Albert Fannjiang, Weilin Li

We develop a multidimensional version of Gradient-MUSIC for estimating the frequencies of a nonharmonic signal from noisy samples. The guiding principle is that frequency recovery…