[arghwhat]

1.41x is sqrt(2), which suggests that they meant noise amplitude rather than noise power.

[pkolaczk]

Noise power increases twice but signal power increases 4x. Noise amplitude increases sqrt(2) times, signal amplitude increases 2x.