If Mobile stylesheet is supported then we would be able to display Popup Widget in a mobile browser, you would be able to check if Mobile stylesheet is supported from Admin-->Service Desk Rebranding-->Customise Portal-->Stylesheet.
Can the feedback widget be enabled for the mobile view?