Codebook-Based Opportunistic Interference Alignment

被引:18
|
作者
Yang, Hyun Jong [1 ]
Jung, Bang Chul [2 ]
Shin, Won-Yong [3 ]
Paulraj, Arogyaswami [4 ]
机构
[1] UNIST, Sch Elect & Comp Engn, Ulsan 689798, South Korea
[2] Gyeongsang Natl Univ, Dept Informat & Commun Engn, Tongyoung 650160, South Korea
[3] Dankook Univ, Dept Comp Sci & Engn, Yongin 448701, South Korea
[4] Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA
基金
新加坡国家研究基金会;
关键词
Codebook; degrees-of-freedom (DoF); interfering multiple-access channel (IMAC); limited feedforward; opportunistic interference alignment (OIA); LIMITED FEEDBACK; MIMO; CHANNELS; DECOMPOSITION; FREEDOM; BOUNDS;
D O I
10.1109/TSP.2014.2319774
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
For the multiple-input multiple-output interfering multiple-access channels (IMACs), opportunistic interference alignment (OIA) using the singular value decomposition (SVD)-based beamforming at each user fundamentally reduces the user scaling condition required to achieve any target DoF, compared to that for the single-input multiple-output IMAC. In this paper, we tackle two practical challenges of the existing SVD-based OIA: 1) the need of full feedforward of the selected users' beamforming weight vectors and 2) a low rate achieved based on the exiting zero-forcing receiver. We first propose a codebook-based OIA, in which the weight vectors are chosen from a predefined codebook with a finite size so that information of the weight vectors can be sent to the belonging BS with limited feedforward. We derive the codebook size required to achieve the same user scaling condition as the SVD-based OIA case for both Grassmannian and random codebooks. Surprisingly, it is shown that the derived codebook size is the same for the two codebook methods. Second, we introduce an enhanced receiver at the base stations (BSs) in pursuit of further improving the achievable rate. Assuming no collaboration between the BSs, the interfering links between a BS and the selected users in neighboring cells are difficult to be acquired at the belonging BS. We propose the use of a simple minimum Euclidean distance receiver operating with no information of the interfering links. With the help of the OIA, we show that this new receiver asymptotically achieves the channel capacity as the number of users increases.
引用
收藏
页码:2922 / 2937
页数:16
相关论文
共 50 条
  • [1] Codebook-Based Interference Alignment for Uplink MIMO Interference Channels
    Lee, Hyun-Ho
    Park, Ki-Hong
    Ko, Young-Chai
    Alouini, Mohamed-Slim
    JOURNAL OF COMMUNICATIONS AND NETWORKS, 2014, 16 (01) : 18 - 25
  • [2] Codebook-based opportunistic beamforming for downlink multiple input multiple output systems
    Kang, J.
    Kim, J.
    Kwon, D-S.
    Lee, C.
    IET COMMUNICATIONS, 2010, 4 (10) : 1187 - 1195
  • [3] IMPROVING CODEBOOK-BASED WRITER RECOGNITION
    Jehanzeb, Muhammed
    Bin Sulong, Ghazali
    Siddiqi, Imran
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2013, 27 (06)
  • [4] Codebook-based Bayesian speech enhancement
    Srinivasan, S
    Samuelsson, J
    Kleijn, WB
    2005 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1-5: SPEECH PROCESSING, 2005, : 1077 - 1080
  • [5] Distributed interference alignment with grassmannian codebook
    Zhang, Yang
    Zhou, Zheng
    Shi, Lei
    Li, Bin
    Beijing Youdian Daxue Xuebao/Journal of Beijing University of Posts and Telecommunications, 2013, 36 (04): : 71 - 75
  • [6] Codebook Based Interference Alignment in Uplink Coordinated Multipoint Systems
    Huang, Chung-Jung
    Chang, Wei-Che
    Lee, Ta-Sung
    IEEE INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING AND COMMUNICATIONS SYSTEMS (ISPACS 2012), 2012,
  • [7] ROBUST CODEBOOK-BASED VIDEO BACKGROUND SUBTRACTION
    Pal, Amit
    Schaefer, Gerald
    Celebi, M. Emre
    2010 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2010, : 1146 - 1149
  • [8] Opportunistic Downlink Interference Alignment
    Yang, Hyun Jong
    Shin, Won-Yong
    Jung, Bang Chul
    Suh, Changho
    Paulraj, Arogyaswami
    2014 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2014, : 1588 - 1592
  • [9] Improved Codebook-based Speech Enhancement based on MBE Model
    Huang, Qizheng
    Bao, Changchun
    Wang, Xianyun
    18TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2017), VOLS 1-6: SITUATED INTERACTION, 2017, : 3627 - 3631
  • [10] An Optimal Iterative Algorithm for Codebook-Based Downlink Beamforming
    Cheng, Yong
    Pesavento, Marius
    IEEE SIGNAL PROCESSING LETTERS, 2013, 20 (08) : 775 - 778