Title :
Non white Gaussian multiple access channels with feedback
Author :
Pombra, Sandeep ; Cover, Thomas M.
Author_Institution :
Mountain View, CA, USA
fDate :
5/1/1994 12:00:00 AM
Abstract :
Although feedback does not increase the capacity of an additive white noise Gaussian channel, it enables prediction of the noise for non-white additive Gaussian noise channels and results in an improvement of capacity, 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 increase due to the cooperation induced by feedback. Thomas has shown that the total capacity (sum of the rates of all the senders) of an m-user Gaussian white noise multiple access channel with feedback is less than twice the total capacity without feedback. The present authors 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
Keywords :
channel capacity; multi-access systems; random noise; white noise; additive white noise Gaussian channel; capacity; cooperation; m-user Gaussian white noise multiple access channel; multiple access; nonwhite Gaussian multiple access channels; prediction; Additive noise; Additive white noise; Channel capacity; Computer applications; Feedback; Frequency; Gaussian channels; Gaussian noise; Neural networks; White noise;
Journal_Title :
Information Theory, IEEE Transactions on