amplitude modulation (QAM) is given. The presented formula is independent of the bit
mapping and it is thus particularly useful in the design and analysis of modulation schemes
employing non-Gray mapping. Compared with the so-called expurgated bound and the
union bound, our expression is shown to accurately predict the BER in the low signal-to-
noise ratio range where the bounding techniques fail.