On the dispersions of the discrete memoryless interference channel

In this work, achievable dispersions for the discrete memoryless interference channel (DM-IC) are derived. In other words, we characterize the backoff from the Han-Kobayashi (HK) achievable region, the largest inner bound known to date for the DM-IC. In addition, we also characterize the backoff from Sato's region in the strictly very strong interference regime, and the backoff from Costa and El Gamal's region in the strong interference regime. To do so, Feinstein's lemma is first generalized to be applicable to the interference channel. Making use of the generalized Feinstein's lemma, it is found that the dispersions for the DM-IC can be represented by the information variances of eight information densities when HK message splitting is involved, and of six information densities for another encoding strategy. We also derive an outer bound that leverages on a known dispersion result for channels with random state by Ingber-Feder. It is shown that for the strictly very strong interference regime, the inner and outer bound have similar algebraic forms.

[1]  Hiroshi Sato,et al.  Two-user communication channels , 1977, IEEE Trans. Inf. Theory.

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

[3]  M. Feder,et al.  Finite blocklength coding for channels with side information at the receiver , 2010, 2010 IEEE 26-th Convention of Electrical and Electronics Engineers in Israel.

[4]  D. J. Bartholomew,et al.  An Introduction to Probability Theory and its Applications , 1967 .

[5]  Mehul Motani,et al.  On The Han–Kobayashi Region for theInterference Channel , 2008, IEEE Transactions on Information Theory.

[6]  Thomas M. Cover,et al.  Network Information Theory , 2001 .

[7]  Vincent Y. F. Tan,et al.  On the dispersions of three network information theory problems , 2012, 2012 46th Annual Conference on Information Sciences and Systems (CISS).

[8]  W. Feller,et al.  An Introduction to Probability Theory and Its Application. , 1951 .

[9]  Masahito Hayashi,et al.  Information Spectrum Approach to Second-Order Coding Rate in Channel Coding , 2008, IEEE Transactions on Information Theory.

[10]  V. Bentkus On the dependence of the Berry–Esseen bound on dimension , 2003 .

[11]  Max H. M. Costa,et al.  The capacity region of a class of deterministic interference channels , 1982, IEEE Trans. Inf. Theory.

[12]  Pierre Moulin,et al.  Finite blocklength coding for multiple access channels , 2012, 2012 IEEE International Symposium on Information Theory Proceedings.

[13]  Hiroki Koga,et al.  Information-Spectrum Methods in Information Theory , 2002 .

[14]  Hiroshi Sato,et al.  On the capacity region of a discrete two-user channel for strong interference (Corresp.) , 1978, IEEE Trans. Inf. Theory.

[15]  Vincent Yan Fu Tan,et al.  A tight upper bound for the third-order asymptotics of discrete memoryless channels , 2013, 2013 IEEE International Symposium on Information Theory.

[16]  Max H. M. Costa,et al.  The capacity region of the discrete memoryless interference channel with strong interference , 1987, IEEE Trans. Inf. Theory.

[17]  H. Vincent Poor,et al.  Channel Coding Rate in the Finite Blocklength Regime , 2010, IEEE Transactions on Information Theory.

[18]  Hiroshi Sato,et al.  The capacity of the Gaussian interference channel under strong interference , 1981, IEEE Trans. Inf. Theory.