Coordinates transformation simply involves the expression of a coordinate, originally expressed in a coordinate system (2), into a new coordinate system (1). When deriving the coordinates transformation, there is the common way which requires to know a cosine equivalence. As a handout, here's, perhaps, a more intuitive way.
but since:
we can do:
That can be represented in the usual matrix form:
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