DocumentCode :
983450
Title :
MIMO-CDMA systems: signature and beamformer design with various levels of feedback
Author :
Serbetli, Semih ; Yener, Aylin
Author_Institution :
Electr. Eng. Dept., Pennsylvania State Univ., University Park, PA
Volume :
54
Issue :
7
fYear :
2006
fDate :
7/1/2006 12:00:00 AM
Firstpage :
2758
Lastpage :
2772
Abstract :
We investigate the signature and beamformer design problem for the uplink of multiple-input multiple-output code-division multiple-access (MIMO-CDMA) systems with the sum capacity and the systemwide mean-square error (MSE) as performance metrics. We first construct iterative algorithms to find the jointly optimum temporal signatures and transmit beamformers under the assumption of perfect temporal signature and transmit beamforming feedback. Next, motivated by the need to reduce the amount of feedback, we present a low-complexity sequential orthogonal temporal signature assignment algorithm for given transmit beamformers. Our approach is based on minimizing the difference between the performance of the MIMO-CDMA system and the described upper bounds at each signature assignment step. We next note that the transmit beamformers can be shaped depending on the channel state information (CSI) available at the transmitter. We investigate the cases of various levels of available feedback resulting in different beamformer structures and present a joint orthogonal temporal signature assignment and beamforming algorithm. We observe that as the available feedback level is increased, the performance of the joint signature and beamformer assignment algorithm approaches the performance upper bounds. In particular, we observe that a substantial performance gain is obtained when the individual channel state information is available at the transmitter side
Keywords :
MIMO systems; code division multiple access; feedback; iterative methods; mean square error methods; radio links; telecommunication channels; MIMO-CDMA systems; beamformer design; channel state information; code division multiple access systems; iterative algorithms; mean square error; multiple-input multiple-output uplinks; sequential orthogonal temporal signature assignment; signature design; transmit beamformers; Array signal processing; Channel state information; Feedback; Iterative algorithms; MIMO; Measurement; Multiaccess communication; Performance gain; Transmitters; Upper bound; Mean-square error (MSE); multiple-input multiple-output code-division multiple-access (MIMO-CDMA) system; signature sequences; sum capacity; transmit beamforming;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2006.874787
Filename :
1643914
Link To Document :
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