The Capacity Region of the MIMO Interference Channel and Its Reciprocity to Within a Constant Gap

被引:36
作者
Karmakar, Sanjay [1 ]
Varanasi, Mahesh K. [2 ]
机构
[1] N Dakota State Univ, Dept Elect & Comp Engn, Fargo, ND 58108 USA
[2] Univ Colorado, Dept Elect Comp & Energy Engn, Boulder, CO 80309 USA
关键词
Capacity; interference channel; multi-input; multi-output (MIMO); reciprocity; GAUSSIAN INTERFERENCE; OUTER BOUNDS; FREEDOM;
D O I
10.1109/TIT.2013.2256231
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The capacity region of the two-user multi-input multi-output (MIMO) Gaussian interference channel (IC) is characterized to within a constant gap that is independent of the channel matrices for the general case of the MIMO IC with an arbitrary number of antennas at each node. An achievable rate region and an outer bound to the capacity region of a class of interference channels were obtained in previous work by Telatar and Tse as unions over all possible input distributions. In contrast to that previous work on the MIMO IC, a simple and an explicit achievable coding scheme are obtained here and shown to have the constant-gap-to-capacity property and in which the sub-rates of the common and private messages of each user are explicitly specified for each achievable rate pair. The constant-gap-to-capacity results are thus proved in this work by first establishing explicit upper and lower bounds to the capacity region. A reciprocity result is also proved which is that the capacity of the reciprocal MIMO IC is within a constant gap of the capacity region of the forward MIMO IC.
引用
收藏
页码:4781 / 4797
页数:17
相关论文
共 36 条
[1]   High SNR Analysis of the MIMO Interference Channel [J].
Akuiyibo, Ekine ;
Leveque, Olivier ;
Vignat, Christophe .
2008 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS, VOLS 1-6, 2008, :905-+
[2]   Gaussian Interference Networks: Sum Capacity in the Low-Interference Regime and New Outer Bounds on the Capacity Region [J].
Annapureddy, V. Sreekanth ;
Veeravalli, Venugopal V. .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2009, 55 (07) :3032-3050
[3]  
[Anonymous], 1985, Matrix Analysis
[4]  
[Anonymous], 1998, FUNDEMENTALS STAT SI
[5]   CAPACITY REGION OF A CLASS OF DISCRETE ADDITIVE DEGRADED INTERFERENCE CHANNELS [J].
BENZEL, R .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1979, 25 (02) :228-231
[6]   The two-user Gaussian interference channel: a deterministic view [J].
Bresler, Guy ;
Tse, David .
EUROPEAN TRANSACTIONS ON TELECOMMUNICATIONS, 2008, 19 (04) :333-354
[7]   CASE WHERE INTERFERENCE DOES NOT REDUCE CAPACITY [J].
CARLEIAL, AB .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1975, 21 (05) :569-570
[8]   OUTER BOUNDS ON THE CAPACITY OF INTERFERENCE CHANNELS [J].
CARLEIAL, AB .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1983, 29 (04) :602-606
[9]   INTERFERENCE CHANNELS [J].
CARLEIAL, AB .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1978, 24 (01) :60-70
[10]   On the Han-Kobayashi region for the interference channel [J].
Chong, Hon-Fah ;
Motani, Mehul ;
Garg, Hari Krishna ;
El Gamal, Hesham .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2008, 54 (07) :3188-3195