There’s a lot of beach that isn’t near a town, funnily enough, and those beaches are quiet. If that was my plan, I’d drive out to the other side of Littlehampton (shows better on satelite view):
The other tip is to get up early and go. Round here parks and beaches are really quiet up until 11am-ish, so get your fill and then escape.