TY - CHAP

T1 - The Information-Theoretic Constant-Gap Optimality of Treating Interference as Noise in Interference Networks

AU - Gherekhloo, Soheil

AU - Chaaban, Anas

AU - Sezgin, Aydin

N1 - KAUST Repository Item: Exported on 2021-04-13
Acknowledgements: This work was supported by the German Research Foundation (DFG) underGrant SE 1697/7-1 and SE 1697/10-1.

PY - 2016/1/31

Y1 - 2016/1/31

N2 - Treating interference as noise is one of the simplest methods for the management of interference in wireless networks. Despite its simplicity, treating interference as noise (TIN) was shown to be information-theoretically optimal for certain Gaussian interference channels (IC) with very-weak (noisy) interference. In this chapter, we consider cellular networks, such as networks that consists of a point-to-point channel interfering with a multiple access channel (MAC). The sum-capacity of such networks is studied with main focus on the constant-gap optimality of TIN rather than on its exact optimality. It turns out that TIN in its naive variant, where all transmitters are active and receivers use TIN for decoding, is not the best choice for certain networks. In fact, a scheme that combines both time division multiple access and TIN (TDMA-TIN) strictly outperforms the naive TIN scheme. Furthermore, it is shown that in some regimes, TDMA-TIN achieves the sum-capacity within a constant gap for Gaussian networks. Additionally, it is shown that, even for very-weak interference, there are some regimes where a combination of interference alignment with power control and treating interference as noise at the receiver side outperforms TDMA-TIN. As a consequence, on the one hand treating interference as noise in a cellular uplink is approximately optimal in certain regimes. On the other hand, those regimes cannot be simply described by the strength of interference, requiring a careful design of wireless networks.

AB - Treating interference as noise is one of the simplest methods for the management of interference in wireless networks. Despite its simplicity, treating interference as noise (TIN) was shown to be information-theoretically optimal for certain Gaussian interference channels (IC) with very-weak (noisy) interference. In this chapter, we consider cellular networks, such as networks that consists of a point-to-point channel interfering with a multiple access channel (MAC). The sum-capacity of such networks is studied with main focus on the constant-gap optimality of TIN rather than on its exact optimality. It turns out that TIN in its naive variant, where all transmitters are active and receivers use TIN for decoding, is not the best choice for certain networks. In fact, a scheme that combines both time division multiple access and TIN (TDMA-TIN) strictly outperforms the naive TIN scheme. Furthermore, it is shown that in some regimes, TDMA-TIN achieves the sum-capacity within a constant gap for Gaussian networks. Additionally, it is shown that, even for very-weak interference, there are some regimes where a combination of interference alignment with power control and treating interference as noise at the receiver side outperforms TDMA-TIN. As a consequence, on the one hand treating interference as noise in a cellular uplink is approximately optimal in certain regimes. On the other hand, those regimes cannot be simply described by the strength of interference, requiring a careful design of wireless networks.

UR - http://hdl.handle.net/10754/668679

UR - https://link.springer.com/chapter/10.1007%2F978-3-319-22440-4_4

U2 - 10.1007/978-3-319-22440-4_4

DO - 10.1007/978-3-319-22440-4_4

M3 - Chapter

SN - 9783319224398

SP - 75

EP - 95

BT - Communications in Interference Limited Networks

PB - Springer International Publishing

ER -