Actually, the picture you posted is using a moving range to estimate the within standard deviation. The MR uses a surrogate subgroup size of 2 (previous-current). You will need the average MR.
estimated standard deviation = MR-bar/d2
"All models are wrong, some are useful" G.E.P. Box