  By revisiting the mathematical foundation of the uncertainty relation, skew
information-based uncertainty sequences are developed for any two quantum
channels. A reinforced version of the Cauchy-Schwarz inequality is adopted to
improve the uncertainty relation, and a sampling technique of observables'
coordinates is used to offset randomness in the inequality. It is shown that
the lower bounds of the uncertainty relations are tighter than some previous
studies.
