On the Synergistic Benefits of Alternating CSIT for the MISO Broadcast Channel

被引:106
作者
Tandon, Ravi [1 ]
Jafar, Syed Ali [2 ]
Shamai , Shlomo [3 ]
Poor, H. Vincent [4 ]
机构
[1] Virginia Tech, Dept Elect & Comp Engn, Blacksburg, VA 24061 USA
[2] Univ Calif Irvine, Dept Elect Engn & Comp Sci, Irvine, CA 92697 USA
[3] Technion Israel Inst Technol, Dept Elect Engn, IL-32000 Haifa, Israel
[4] Princeton Univ, Dept Elect Engn, Princeton, NJ 08540 USA
基金
美国国家科学基金会; 以色列科学基金会;
关键词
Alternating channel-state information at the transmitter (CSIT); degrees of freedom (DoFs); feedback; multiple-input single-output (MISO) broadcast channel (BC); INTERFERENCE ALIGNMENT; STATE INFORMATION; MIMO BROADCAST; FREEDOM; CAPACITY; REGION;
D O I
10.1109/TIT.2013.2249573
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 degrees of freedom (DoFs) of the two-user multiple-input single-output (MISO) broadcast channel (BC) are studied under the assumption that the form, I-i, i = 1, 2, of the channel state information at the transmitter (CSIT) for each user's channel can be either perfect (P), delayed (D), or not available (N), i.e., I-1, I-2 is an element of {P, N, D}, and therefore, the overall CSIT can alternate between the nine resulting states. I1I2. The fraction of time associated with CSIT state I1I2 is denoted by the parameter lambda(I1I2) and it is assumed throughout that lambda(I1I2) = lambda(I2I1), i.e. lambda(PN) = lambda(NP), lambda(PD) = lambda(DP), lambda(DN) = lambda(ND). Under this assumption of symmetry, the main contribution of this paper is a complete characterization of the DoF region of the two-user MISO BC with alternating CSIT. Surprisingly, the DoF region is found to depend only on the marginal probabilities, (lambda(P), lambda(D), lambda(N)) = (Sigma(I2) lambda(PI2), Sigma(I2) lambda(DI2), Sigma(I2) lambda(NI2) ), I-2 is an element of {P, D, N}, which represent the fraction of time that any given user (e. g., user 1) is associated with perfect, delayed, or no CSIT, respectively. As a consequence, the DoF region with all nine CSIT states, D(lambda(I1I2) : I-1, I-2 is an element of {P, D, N}), is the same as the DoF region with only three CSIT states D(lambda(PP), lambda(DD), lambda(NN)), under the same marginal distribution of CSIT states, i.e., (lambda(PP), lambda(DD), lambda(NN)) = (lambda(P), lambda(D), lambda(N)). The sum-DoF value can be expressed as DoF = min (4+2 lambda(P)/3, 1 + lambda(P) + lambda(D)), from which one can uniquely identify the minimum required marginal CSIT fractions to achieve any target DoF value as (lambda(P), lambda(D))(min) =(3/2DoF - 2, 1 - 1/2DoF) when DoF is an element of [4/3, 2] and (lambda(P), lambda(D))(min) = (0, (DoF - 1)(+)) when DoF is an element of [0, 4/3). The results highlight the synergistic benefits of alternating CSIT and the tradeoffs between various forms of CSIT for any given DoF value. Partial results are also presented for the multiuser MISO BC with M transmit antennas and K single antenna users. For this problem, the minimum amount of perfect CSIT required per user to achieve the maximum DoFs of min (M, K) is characterized. By the minimum amount of CSIT per user, we refer to the minimum fraction of time that the transmitter has access to perfect and instantaneous CSIT from a user. Through a novel converse proof and an achievable scheme, it is shown that the minimum fraction of time perfect CSIT is required per user in order to achieve the DoF of min(M, K) is given by min(M, K)/K.
引用
收藏
页码:4106 / 4128
页数:23
相关论文
共 28 条
  • [1] Sum-Capacity and the Unique Separability of the Parallel Gaussian MAC-Z-BC Network
    Cadambe, Viveck R.
    Jafar, Syed A.
    [J]. 2010 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, 2010, : 2318 - 2322
  • [2] Parallel Gaussian Interference Channels Are Not Always Separable
    Cadambe, Viveck R.
    Jafar, Syed A.
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2009, 55 (09) : 3983 - 3990
  • [3] On the achievable throughput of a multiantenna Gaussian broadcast channel
    Caire, G
    Shamai, S
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2003, 49 (07) : 1691 - 1706
  • [4] Caire G, 2007, CONFERENCE RECORD OF THE FORTY-FIRST ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, VOLS 1-5, P287
  • [5] Chen J., 2012, ARXIV12053474
  • [6] Chen J., 2013, P INF THEOR APPL WOR, P1
  • [7] ELGAMAL A, 1978, IEEE T INFORM THEORY, V24, P379, DOI 10.1109/TIT.1978.1055885
  • [8] Optimal Use of Current and Outdated Channel State Information: Degrees of Freedom of the MISO BC with Mixed CSIT
    Gou, Tiangao
    Jafar, Syed A.
    [J]. IEEE COMMUNICATIONS LETTERS, 2012, 16 (07) : 1084 - 1087
  • [9] On the Degrees of Freedom of Finite State Compound Wireless Networks
    Gou, Tiangao
    Jafar, Syed A.
    Wang, Chenwei
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2011, 57 (06) : 3286 - 3308
  • [10] Aiming Perfectly in the Dark-Blind Interference Alignment Through Staggered Antenna Switching
    Gou, Tiangao
    Wang, Chenwei
    Jafar, Syed A.
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2011, 59 (06) : 2734 - 2744