For the 2 by
board, if there is a tour then
it must pass through the corner square. Is this
possible?
It might help to think of the squares as vertices
of a graph. Then there is an edge joining two
vertices if and only if there is a knight's move
between the corresponding squares.
Eight of the vertices are of degree two (only one path in and
one out of that square). To construct a tour you
are forced to visit these vertices in a
particular order.