Asymptotic shaping gains from nonGaussian distributions

Optimum shaping gains are achieved when constellation symbols are sent on the V.34 modem standard in accordance with a Gaussian probability distribution. The distribution can deviate from Gaussian and still give very good gains. Asymptotic gains are given for two simple distributions.