Title :
MMSE Beamforming for SC-FDMA Transmission over MIMO ISI Channels with Linear Equalization
Author :
Dang, Uyen Ly ; Ruder, Michael A. ; Gerstacker, Wolfgang H. ; Schober, Robert
Author_Institution :
Dept. of Mobile Commun., Univ. of Erlangen-Nurnberg, Erlangen, Germany
Abstract :
We consider transmit beamforming for single-carrier frequency-division multiple access (SC-FDMA) transmission over frequency-selective multiple-input multiple-output (MIMO) channels. The beamforming filter is optimized for minimization of the sum of the mean-squared errors (MMSEs) of the transmitted data streams after equalization. Here, MIMO minimum mean-squared error linear equalization (MMSE-LE) is considered. We prove that for SC-FDMA transmission eigen-beamforming diagonalizing the overall channel together with a nonuniform power distribution is the optimum beamforming strategy in the MMSE sense. The derived optimum power allocation is similar in spirit to classical results for the optimum continuous-time transmit filter for linear modulation formats obtained by Berger/Tufts and Yang/Roy. Moreover, we present a modification of the beamformer design to mitigate an increase of the peak-to-average power ratio (PAPR) which is in general associated with beamforming. Simulation results demonstrate the excellent performance of the proposed beamforming algorithm.
Keywords :
MIMO communication; array signal processing; channel estimation; continuous time filters; frequency division multiple access; intersymbol interference; least mean squares methods; MIMO ISI channel; MMSE beamforming; MMSE-LE; PAPR; SC-FDMA transmission; beamforming filter; continuous-time transmit filter; frequency-selective multiple-input multiple-output channel; intersymbol interference; linear modulation; minimum mean-squared error linear equalization; nonuniform power distribution; peak-to-average power ratio; single-carrier frequency-division multiple access; Array signal processing; MIMO; Matrix decomposition; Peak to average power ratio; Receivers; Resource management; Transmitting antennas;
Conference_Titel :
Global Telecommunications Conference (GLOBECOM 2010), 2010 IEEE
Conference_Location :
Miami, FL
Print_ISBN :
978-1-4244-5636-9
Electronic_ISBN :
1930-529X
DOI :
10.1109/GLOCOM.2010.5684350