Since it is for a wall hanging - would you consider either
craft ice cream sticks or wooden coffee stirrers? Just a thought....
or maybe just cut them out of felt (draw them on freezer paper and iron it on the felt or draw them on heat and bond light and iron them on the
wall hanging), and then embroider the horizontal bars on them.
Either option would give your wall hanging more dimension.