Statistical Physics Approach to Design and Analysis of Multiuser Systems Under Channel Uncertainty (2010)
Abstract / truncated to 115 words
Code-division multiple-access (CDMA) systems with random spreading and channel uncertainty at the receiver are studied. Frequency selective single antenna, as well as, narrowband multiple antenna channels are considered. Rayleigh fading is assumed in all cases. General Bayesian approach is used to derive both iterative and non-iterative estimators whose performance is obtained in the large system limit via the replica method from statistical physics. The effect of spatial correlation on the performance of a multiple antenna CDMA system operating in a flat-fading channel is studied. Per-antenna spreading (PAS) with random signature sequences and spatial multiplexing is used at the transmitter. Non-iterative multiuser detectors (MUDs) using imperfect channel state information (CSI) are derived. Training symbol based channel ...
mismatched bayesian estimation – large system analysis – replica method – multi-antenna systems – MIMO
Information
- Author
- Vehkapera, Mikko
- Institution
- Norwegian University of Science and Technology
- Supervisor
- Publication Year
- 2010
- Upload Date
- March 17, 2011
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