• DocumentCode
    1709854
  • Title

    Sum Rate maximization in the noisy MIMO interfering broadcast channel with partial CSIT via the expected weighted MSE

  • Author

    Negro, Francesco ; Ghauri, Irfan ; Slock, Dirk T M

  • Author_Institution
    Mobile Commun. Dept., EURECOM, Sophia Antipolis, France
  • fYear
    2012
  • Firstpage
    576
  • Lastpage
    580
  • Abstract
    We consider the maximization of Weighted Sum Rate (WSR) for a Noisy Multiple-Input-Multiple-Output (MIMO) K cell Interfering Broadcast Channel (IBC) when only partial channel state information is available at the transmit side (CSIT) while assuming perfect CSI at the receiver (CSIR). In this work, CSIT is modeled by means of a Gaussian prior representing the mean and the covariance of the channel. The expected WSR is then maximized exploiting the relationship between WSR and the Weighted Mean Square Error (WMSE). This leads to an approximate solution but allows to capitalize on a convenient iterative algorithm for the optimization of the transmit beamforming (BF) matrices. The algorithm uses alternating minimization between BF, receiver (RX) filters and WMSE weights by exploiting convexity properties of each sub problem.
  • Keywords
    MIMO communication; array signal processing; broadcast channels; convex programming; iterative methods; matrix algebra; mean square error methods; radiofrequency interference; CSI-receiver; CSIR; WMSE weights; WSR maximization; channel covariance; channel mean; convenient iterative algorithm; convexity properties; expected weighted MSE; noisy MIMO interfering broadcast channel; noisy multiple-input-multiple-output IBC; partial CSIT; partial channel state information-transmit side; receiver filters; transmit BF matrix optimization; transmit beamforming matrix optimization; weight sum rate maximization; weighted mean square error; Channel estimation; Covariance matrix; Interference; MIMO; Receivers; Signal to noise ratio; MIMO; MMSE; Partial CSIT; deterministic annealing; interference alignment; interference channel; weighted sum rate;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wireless Communication Systems (ISWCS), 2012 International Symposium on
  • Conference_Location
    Paris
  • ISSN
    2154-0217
  • Print_ISBN
    978-1-4673-0761-1
  • Electronic_ISBN
    2154-0217
  • Type

    conf

  • DOI
    10.1109/ISWCS.2012.6328433
  • Filename
    6328433