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
Link To Document :
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