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Capacity Bounds for the K-User Gaussian Interference Channel

 
: Nam, J.

:

IEEE transactions on information theory 63 (2017), Nr.10, S.6416-6439
ISSN: 0018-9448
Englisch
Zeitschriftenaufsatz
Fraunhofer HHI ()

Abstract
The capacity region of the K-user Gaussian interference channel (GIC) is a long-standing open problem and even capacity outer bounds are little known in general. A significant progress on degrees-of-freedom (DoF) analysis, a first-order capacity approximation, for the K-user GIC has provided new important insights into the problem of interest in the high signal-to-noise ratio (SNR) limit. However, such capacity approximation has been observed to have some limitations in predicting the capacity at finite SNR. In this paper, we develop a new upper-bounding technique that utilizes a new type of genie signal and applies time sharing to genie signals at K receivers. Based on this technique, we derive new upper bounds on the sum capacity of the three-user GIC with constant, complex channel coefficients and then generalize to the K-user case to better understand sum-rate behavior at finite SNR. We also provide closedform expressions of our upper bounds on the capacity of the K-user symmetric GIC easily computable for any K. From the perspectives of our results, some sum-rate behavior at finite SNR is in line with the insights given by the known DoF results, while some others are not. In particular, the well-known K/2 DoF achievable for almost all constant real channel coefficients turns out to be not embodied as a substantial performance gain over a certain range of the cross-channel coefficient in the K-user symmetric real case especially for large K. We further investigate the impact of phase offset between the direct-channel coefficient and the cross-channel coefficients on the sum-rate upper bound for the three-user complex GIC. As a consequence, we aim to provide new findings that could not be predicted by the prior works on DoF of GICs.

: http://publica.fraunhofer.de/dokumente/N-480449.html