The model's superiority lies in its multirate DCT representation, offering adjustable temporal resolution for arbitrary time series, a spectral normalization step enhancing self-attention performance, ...

For the optimization function, the sensing matrix in the SNS model based on multirate or multicoset sampling in earlier research is typically a unitary matrix, allowing the optimization to be achieved ...