The Wideband Slope of Interference Channels: The Large Bandwidth Case

It is well known that minimum received energy per bit <i>Eb</i>/<i>N</i><sub>0</sub>|<sub>min</sub> in the interference channel is -1.59 dB as if there were no interference. Thus, the best way to mitigate interference is to operate the interference channel in the low-signal-to-noise-ratio ( SNR) regime. However, when the SNR is small but nonzero, <i>Eb</i>/<i>N</i><sub>0</sub>|<sub>min</sub> alone does not characterize performance. Verdu introduced the wideband slope <i>S</i><sub>0</sub> to characterize the performance in this regime. We show that a wideband slope of <i>S</i><sub>0</sub>/<i>S</i><sub>0, no interference</sub> = 1/2 is achievable. This result is similar to recent results on degrees of freedom in the high-SNR regime, and we use a type of interference alignment using delays to obtain the result. We also show that in many cases, the wideband slope is upper bounded by <i>S</i><sub>0</sub>/<i>S</i><sub>0, no interference</sub> ≤ 1/2 for large number of users <i>K</i>.

[1]  Ali Esmaili,et al.  Probability and Random Processes , 2005, Technometrics.

[2]  Alan M. Frieze,et al.  Random graphs , 2006, SODA '06.

[3]  Hua Wang,et al.  Gaussian Interference Channel Capacity to Within One Bit , 2007, IEEE Transactions on Information Theory.

[4]  Svante Janson,et al.  Random graphs , 2000, ZOR Methods Model. Oper. Res..

[5]  Amir K. Khandani,et al.  Real Interference Alignment with Real Numbers , 2009, ArXiv.

[6]  Patrick P. Bergmans,et al.  A simple converse for broadcast channels with additive white Gaussian noise (Corresp.) , 1974, IEEE Trans. Inf. Theory.

[7]  Syed Ali Jafar,et al.  Approaching the Capacity of Wireless Networks through Distributed Interference Alignment , 2008, IEEE GLOBECOM 2008 - 2008 IEEE Global Telecommunications Conference.

[8]  Moritz Wiese,et al.  The performance of QPSK in low-SNR interference channels , 2010, 2010 International Symposium On Information Theory & Its Applications.

[9]  Amir K. Khandani,et al.  Capacity bounds for the Gaussian Interference Channel , 2008, 2008 IEEE International Symposium on Information Theory.

[10]  H. Vincent Poor,et al.  On the capacity of MIMO interference channels , 2008, 2008 46th Annual Allerton Conference on Communication, Control, and Computing.

[11]  Venugopal V. Veeravalli,et al.  Sum capacity of the Gaussian interference channel in the low interference regime , 2008, 2008 Information Theory and Applications Workshop.

[12]  Giuseppe Caire,et al.  Suboptimality of TDMA in the low-power regime , 2004, IEEE Transactions on Information Theory.

[13]  Anders Høst-Madsen,et al.  Wideband slope of interference channel: Finite bandwidth case , 2011, 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

[14]  Syed Ali Jafar,et al.  Interference Alignment With Asymmetric Complex Signaling—Settling the Høst-Madsen–Nosratinia Conjecture , 2009, IEEE Transactions on Information Theory.

[15]  Roy D. Yates,et al.  Interference Alignment for Line-of-Sight Channels , 2008, IEEE Transactions on Information Theory.

[16]  Te Sun Han,et al.  A new achievable rate region for the interference channel , 1981, IEEE Trans. Inf. Theory.

[17]  S.A. Jafar,et al.  Degrees of Freedom of Wireless Networks - What a Difference Delay Makes , 2007, 2007 Conference Record of the Forty-First Asilomar Conference on Signals, Systems and Computers.

[18]  Amir K. Khandani,et al.  Signaling over MIMO Multi-Base Systems: Combination of Multi-Access and Broadcast Schemes , 2006, 2006 IEEE International Symposium on Information Theory.

[19]  K. Brown,et al.  Graduate Texts in Mathematics , 1982 .

[20]  Gerhard Kramer,et al.  A New Outer Bound and the Noisy-Interference Sum–Rate Capacity for Gaussian Interference Channels , 2007, IEEE Transactions on Information Theory.

[21]  Amir K. Khandani,et al.  Interference alignment for the K user MIMO interference channel , 2009, 2010 IEEE International Symposium on Information Theory.

[22]  Sergio Verdú,et al.  On channel capacity per unit cost , 1990, IEEE Trans. Inf. Theory.

[23]  Shlomo Shamai,et al.  Degrees of freedom of the interference channel: A general formula , 2011, 2011 IEEE International Symposium on Information Theory Proceedings.

[24]  Erik Ordentlich,et al.  The Degrees-of-Freedom of the $K$-User Gaussian Interference Channel Is Discontinuous at Rational Channel Coefficients , 2009, IEEE Transactions on Information Theory.

[25]  Syed Ali Jafar,et al.  Interference Alignment and Degrees of Freedom of the $K$-User Interference Channel , 2008, IEEE Transactions on Information Theory.

[26]  R. Mathar,et al.  On spatial patterns of transmitter-receiver pairs that allow for interference alignment by delay , 2009, 2009 3rd International Conference on Signal Processing and Communication Systems.

[27]  Sergio Verdú,et al.  Spectral efficiency in the wideband regime , 2002, IEEE Trans. Inf. Theory.

[28]  H. Vincent Poor,et al.  Capacity Regions and Sum-Rate Capacities of Vector Gaussian Interference Channels , 2009, IEEE Transactions on Information Theory.

[29]  Antonia Maria Tulino,et al.  Multiple-antenna capacity in the low-power regime , 2003, IEEE Trans. Inf. Theory.

[30]  W. Rudin Principles of mathematical analysis , 1964 .

[31]  Gerhard Kramer,et al.  Outer bounds on the capacity of Gaussian interference channels , 2004, IEEE Transactions on Information Theory.

[32]  Steve Abbott,et al.  Modular functions and Dirichlet series in number theory , 2nd edition, by T. M. Apostol. Pp 204. DM98. 1990. ISBN 3-540-97127-0 (Springer) , 1991, The Mathematical Gazette.

[33]  Marvin I. Knopp Review: Robert A. Rankin, Modular forms and functions, and Tom M. Apostol, Modular functions and Dirichlet series in number theory , 1979 .

[34]  Aria Nosratinia,et al.  The multiplexing gain of wireless networks , 2005, Proceedings. International Symposium on Information Theory, 2005. ISIT 2005..

[35]  Max H. M. Costa,et al.  On the Gaussian interference channel , 1985, IEEE Trans. Inf. Theory.

[36]  T. Apostol Modular Functions and Dirichlet Series in Number Theory , 1976 .