+1 with the same issue.
When on the WIFI main screen, the "More" menu does not contain the "Advanced" sub-menu.
Find below a screenshot of my wifi main screen. I am running v5.1.1 on a Samsung S6 Edge.
Solution provided by Nick gave me the same result as Queviko.
Any serious solution would be...