  In this note, we present perturbation analysis for the T-product based tensor
singular values defined by Lu et al. First, the Cauchy's interlacing-type
theorem for tensor singular values is given. Then, the inequalities about the
difference between the singular values of two matrices proposed by Mirsky are
extended to tensor cases. Finally, we introduce some useful inequalities for
the singular values of tensor products and sums.
