Interference Alignment Under Limited Feedback for MIMO Interference Channels

被引:62
作者
Krishnamachari, Rajesh T. [1 ]
Varanasi, Mahesh K. [1 ]
机构
[1] Univ Colorado, Dept Elect Comp & Energy Engn, Boulder, CO 80309 USA
来源
2010 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY | 2010年
关键词
Composite Grassmann manifold; finite-rate feedback; interference alignment; interference channel; FINITE RATE FEEDBACK; CAPACITY; SYSTEMS; FREEDOM; BOUNDS;
D O I
10.1109/ISIT.2010.5513544
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
While interference alignment schemes have been employed to realize the full multiplexing gain of K-user interference channels, the analyses performed so far have predominantly focused on the case when global channel knowledge is available at each node of the network. This paper considers the problem where each receiver knows its channels from all the transmitters and feeds back this information using a limited number of bits to all other terminals. In particular, channel quantization over the composite Grassmann manifold is proposed and analyzed. It is shown, for K-user multiple-input, multiple-output (MIMO) interference channels, that when the transmitters use an interference alignment strategy as if the quantized channel estimates obtained via this limited feedback are perfect, the full sum degrees of freedom of the interference channel can be achieved as long as the feedback bit rate scales sufficiently fast with the signal-to-noise ratio. Moreover, this is only one extreme point of a continuous tradeoff between the achievable degrees of freedom region and user feedback rate scalings which are allowed to be non-identical. It is seen that a slower scaling of feedback rate for any one user leads to commensurately fewer degrees of freedom for that user alone.
引用
收藏
页码:619 / 623
页数:5
相关论文
共 19 条
[1]   Interference alignment and degrees of freedom of the K-user interference channel [J].
Cadambe, Viveck R. ;
Jafar, Syed Ali .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2008, 54 (08) :3425-3441
[2]  
Caire G., 2007, AS C SIGN SYST COMP
[3]  
CHOI SW, 2009, BEAMFORMING DE UNPUB
[4]  
Conway John H., 1996, Experiment. Math., V5, P139, DOI DOI 10.1080/10586458.1996.10504585
[5]   Quantization bounds on Grassmann manifolds and applications to MIMO communications [J].
Dai, Wei ;
Liu, Youjian Eugene ;
Rider, Brian .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2008, 54 (03) :1108-1123
[6]   Joint Beamforming for Multiaccess MIMO Systems with Finite Rate Feedback [J].
Dai, Wei ;
Rider, Brian C. ;
Liu, Youjian .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2009, 8 (05) :2618-2628
[7]   Gaussian Interference Channel Capacity to Within One Bit [J].
Etkin, Raul H. ;
Tse, David N. C. ;
Wang, Hua .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2008, 54 (12) :5534-5562
[8]  
GOMADAM K, 2008, APPROACHING CA UNPUB
[9]  
GOU T, 2008, DEGREES FREEDO UNPUB
[10]  
GROKOP L, 2008, INTERFERENCE UNPUB