every orthonormal set is linearly independent
Theorem : An orthonormal set of vectors in an inner product space is linearly independent
.
Proof. We denote by the inner product of . Let be an orthonormal set of vectors.Let us first consider the case when is finite, i.e., for some .Suppose
for some scalars (belonging to the field on theunderlying vector space of ). For a fixed in ,we then have
so , and is linearly independent.Next, suppose is infinite (countable
or uncountable). To provethat is linearly independent, we need to show thatall finite subsets of are linearly independent. Since anysubset of an orthonormal set is also orthonormal, the infinite casefollows from the finite case.