Superresolution of signals: Capabilities, limitations, nonautoregression approach

A least-squares-based modification of the method of high signal resolution is proposed with the aim to substantially reduce the computational complexity. In the case of non-Gaussian noise and unequal signal samplings, the method is more stable than autoregression methods; the amount of calculations is several times smaller; and, for some signals, the resolution is better.