But the inital question was: Why it is that complicated?
It is not "artificially" made complicated. It follows the rules of physics. One can not ignore them.
If you look back at classical electrical engineering,
there were many times a much simpler / intuitive
explanation for many things. But academics can
never be satisfied with practical simplicity; in fact
it repels them as they must publish new material.
I saw this big time in semiconductors. And I'm sure
it's true in other fields. If you are being educated
by a professor, expect a math-heavy and complex
explanation. But your ham radio technician neighbor
probably has a pretty-much-good-enough one too,
that is more to-the-point and easier to grasp (and
likely uses easier measurements using simpler
cheaper equipment because that's what they had).
If you start with the classics, and then wade into
modern theories and methods as you need to,
you may find a better understanding (forest,
trees).