A simple upper bound on the error probability for orthogonal signals in white noise

A simple upper bound on the error probability for the problem of optimum detection of M equal-energy equiprobable orthogonal signals in additive white Gaussian noise is derived. This new bound is always less than or equal to the union bound and is equally simple.>