Coordinated Linear Precoding in Downlink Multicell MIMO-OFDMA Networks

被引:24
作者
Wang, Kun [1 ]
Wang, Xiaodong [2 ]
Xu, Weiqiang [3 ]
Zhang, Xianda [1 ]
机构
[1] Tsinghua Univ, Dept Automat, Natl Lab Informat Sci & Technol, Beijing 100084, Peoples R China
[2] Columbia Univ, Dept Elect Engn, New York, NY 10027 USA
[3] Zhejiang Sci Tech Univ, Coll Informat & Elect, Hangzhou 310018, Peoples R China
基金
美国国家科学基金会;
关键词
Alternating maximization; coordinated linear precoding; distributed processing; multicell; multiple-input multiple-output orthogonal frequency-division multiple access (MIMO-OFDMA); RESOURCE-ALLOCATION; OPTIMIZATION; CAPACITY;
D O I
10.1109/TSP.2012.2191781
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
We consider coordinated linear precoding in downlink multicell multiple-input multiple-output orthogonal frequency-division multiple access (MIMO-OFDMA) systems, where multiple base stations (BSs) coordinate to mitigate the co-channel interference. Two nonconvex rate optimization problems with per-cell power constraints are addressed: weighted sum rate maximization (WSRM) and maximizing the weighted sum of the minimal user rates (MWSMR) of the coordinated cells. We propose two iterative algorithms to achieve suboptimal solutions for the WSRM problem. One attempts to solve the Karush-Kuhn-Tucker (KKT) conditions of the problem and the other is an alternating maximization algorithm based on the idea of the classical Blahut-Arimoto algorithm. The distributed implementations of the two algorithms are also discussed. Moreover, an iterative algorithm based on alternating maximization is proposed to solve the MWSMR problem. Finally, simulation results are presented to demonstrate the effectiveness of the proposed algorithms.
引用
收藏
页码:4264 / 4277
页数:14
相关论文
共 32 条
  • [1] [Anonymous], 2006, Elements of Information Theory
  • [2] [Anonymous], CONVEX OPTIMAZATION
  • [5] Weighted Sum-Rate Maximization using Weighted MMSE for MIMO-BC Beamforming Design
    Christensen, Soren Skovgaard
    Agarwal, Rajiv
    de Carvalho, Elisabeth
    Cioffi, John M.
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2008, 7 (12) : 4792 - 4799
  • [6] Coordinated Beamforming for the Multicell Multi-Antenna Wireless System
    Dahrouj, Hayssam
    Yu, Wei
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2010, 9 (05) : 1748 - 1759
  • [7] Multi-Cell MIMO Cooperative Networks: A New Look at Interference
    Gesbert, David
    Hanly, Stephen
    Huang, Howard
    Shitz, Shlomo Shamai
    Simeone, Osvaldo
    Yu, Wei
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2010, 28 (09) : 1380 - 1408
  • [8] GOMADAM KS, ARXIV08033816
  • [9] Grant M., 2006, CVX: Matlab software for disciplined convex programming
  • [10] ENLARGEMENT METHODS FOR COMPUTING THE INVERSE MATRIX
    GUTTMAN, L
    [J]. ANNALS OF MATHEMATICAL STATISTICS, 1946, 17 (03): : 336 - 343