TY - GEN
T1 - On the capacity region of the Gaussian multiple access channel with noisy feedback
AU - Tandon, Ravi
AU - Ulukus, Sennur
PY - 2009
Y1 - 2009
N2 - We provide a new outer bound on the capacity region of the two-user Gaussian multiple access channel (MAC) with AWGN-corrupted feedback. Our outer bound is based on the idea of dependence balance due to Hekstra and Willems [1]. Evaluating our outer bound is non-trivial as it involves taking a union over joint densities of three random variables, one of which is an auxiliary random variable. We resolve this difficulty by proving that it is sufficient to consider jointly Gaussian random variables when evaluating our outer bound. As the feedback noise variances become large, our outer bound collapses to the capacity region of the Gaussian MAC without feedback, thereby yielding the first non-trivial result for a Gaussian MAC with noisy feedback. Furthermore, as the feedback noise variances tend to zero, our outer bound collapses to the capacity region of the Gaussian MAC with noiseless feedback, which was established by Ozarow [2]. For all non-zero, finite values of the feedback noise variances, our outer bound strictly improves upon the cut-set outer bound.
AB - We provide a new outer bound on the capacity region of the two-user Gaussian multiple access channel (MAC) with AWGN-corrupted feedback. Our outer bound is based on the idea of dependence balance due to Hekstra and Willems [1]. Evaluating our outer bound is non-trivial as it involves taking a union over joint densities of three random variables, one of which is an auxiliary random variable. We resolve this difficulty by proving that it is sufficient to consider jointly Gaussian random variables when evaluating our outer bound. As the feedback noise variances become large, our outer bound collapses to the capacity region of the Gaussian MAC without feedback, thereby yielding the first non-trivial result for a Gaussian MAC with noisy feedback. Furthermore, as the feedback noise variances tend to zero, our outer bound collapses to the capacity region of the Gaussian MAC with noiseless feedback, which was established by Ozarow [2]. For all non-zero, finite values of the feedback noise variances, our outer bound strictly improves upon the cut-set outer bound.
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U2 - 10.1109/ICC.2009.5199251
DO - 10.1109/ICC.2009.5199251
M3 - Conference contribution
AN - SCOPUS:70449513579
SN - 9781424434350
T3 - IEEE International Conference on Communications
BT - Proceedings - 2009 IEEE International Conference on Communications, ICC 2009
T2 - 2009 IEEE International Conference on Communications, ICC 2009
Y2 - 14 June 2009 through 18 June 2009
ER -