Although feedback does not increase capacity of an additive white nois
e Gaussian channel, it enables prediction of the noise for non-white a
dditive Gaussian noise channels and results in an improvement of capac
ity, but at most by a factor of 2 (Pinsker, Ebert, Pombra, and Cover).
Although the capacity of white noise channels cannot be increased by
feedback, multiple access white noise channels have a capacity increas
e due to the cooperation induced by feedback. Thomas has shown that th
e total capacity (sum of the rates of all the senders) of an m-user Ga
ussian white noise multiple access channel with feedback is less than
twice the total capacity without feedback. In this paper, we show that
this factor of 2 bound holds even when cooperation and prediction are
combined, by proving that feedback increases the total capacity of an
m-user multiple access channel with non-white additive Gaussian noise
by at most a factor of 2.