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
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