Limited Feedback Design for Interference Alignment on MIMO Interference Networks With Heterogeneous Path Loss and Spatial Correlations

被引:43
|
作者
Rao, Xiongbin [1 ]
Ruan, Liangzhong [1 ]
Lau, Vincent K. N. [1 ]
机构
[1] Hong Kong Univ Sci & Technol, Dept Elect & Comp Engn ECE, Hong Kong, Hong Kong, Peoples R China
关键词
Heterogeneous path loss; interference alignment; limited feedback; MIMO interference networks; spatial correlations; FREEDOM; CHANNELS; CAPACITY;
D O I
10.1109/TSP.2013.2252168
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Interference alignment is degree of freedom optimal on K-userMIMO interference channels and many previous works have studied the transceiver designs. However, these works pre-dominantly focus on networks with perfect channel state information at the transmitters and symmetrical interference topology. In this paper, we consider a limited feedback system with heterogeneous path loss and spatial correlations and investigate how the dynamics of the interference topology can be exploited to improve the feedback efficiency. We propose a novel spatial codebook design and perform dynamic quantization via bit allocations to adapt to the asymmetry of the interference topology. We bound the system throughput under the proposed dynamic scheme in terms of the transmit SNR, feedback bits, and the interference topology parameters. It is shown that when the number of feedback bits scales with SNR asC(s) . log SNR + O(1), the sum degrees of freedom of the network are preserved. Moreover, the value of scaling coefficient C-s can be significantly reduced in networks with asymmetric interference topology.
引用
收藏
页码:2598 / 2607
页数:10
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