(7) (25%) Consider a standard M-ary digital modulation scheme where the signal space diagram is spanned by two orthonormal waveforms, i.e. each symbol on the constellation has the in-phase and quadrature-phase components. Assume that the underlying channel model is additive white Gaussian noise (AWGN) with the power spectral density N0 / 2 , and that no inter-symbol interference is happening. Further, assume that all symbols on the constellation are equally probable. Please answer the following questions.
(c) (5%) Given an arbitrary M-ary modulation scheme with the minimum distance
, derive a union upper bound for the symbol error probability in terms of
and the Q-function.