The ground plane is ubiquitous in modern high frequency circuits and it does much to help form circuit elements, isolate components, and keep signals clean.  While there is always some debate about things like separating analog and digital grounds, everyone agrees the ground plane is critical.  Almost every aspect of modern circuit design is based on having a healthy ground plane.

So how would high-frequency circuit designs need to change if a ground plane could not be used?  What problems would arise?  What solutions can we think of, other than adding a ground plane?

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