On the synergistic benefits of alternating CSIT for the MISO broadcast channel

Ravi Tandon, Syed Ali Jafar, Shlomo Shamai Shitz, H. Vincent Poor

Research output: Contribution to journalArticlepeer-review

97 Scopus citations

Abstract

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, Ii, 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., I1,I2 ε {P,N,D} , and therefore, the overall CSIT can alternate between the nine resulting states I 1I2. The fraction of time associated with CSIT state I1I2 is denoted by the parameter λ I 1I2 and it is assumed throughout that λ I 1I2 = λ I2I1, i.e., λ PN = λ NP, λ PD=λ DP, λ DN=λND. 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 (λ P, λ D, λ N) = (σI 2λ PI2 I2, λ DI2, ε I2 λ NI2, I2 ε 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 (λ I1I2:I 1,I2 ε P,D,N), is the same as the DoF region with only three CSIT states D (λ PP, λ DD, λ NN) , under the same marginal distribution of CSIT states, i.e., (λ PP, λ DD,λ NN)=(λ P, λ D, λ N). The sum-DoF value can be expressed as DoF=min (4+2λP/3, 1+λ P+λ D), from which one can uniquely identify the minimum required marginal CSIT fractions to achieve any target DoF value as (λ P, λ D)min=(3/2 DoF-2,1-1/2 DoF when DoF ε big [4\3,2] and (λ P, λ D min=(0,(DoF-1)+) when DoF ε big [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.

Original languageEnglish (US)
Article number6471826
Pages (from-to)4106-4128
Number of pages23
JournalIEEE Transactions on Information Theory
Volume59
Issue number7
DOIs
StatePublished - 2013

All Science Journal Classification (ASJC) codes

  • Information Systems
  • Computer Science Applications
  • Library and Information Sciences

Keywords

  • Alternating channel-state information at the transmitter (CSIT)
  • degrees of freedom (DoFs)
  • feedback
  • multiple-input single-output (MISO) broadcast channel (BC)

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