signal processing in communication channel

by barkkathulla 2012-09-15 09:46:24

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SIGNAL PROCESSING IN COMMUNICATION
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This treats the robust design of signal processing algorithms for wireless communications which are based on an incomplete model of the propagation channel. The systematic treatment of this practical problem focuses on signal processing tasks in the physical layer with multiple antennas and relies on a description of the errors and uncertainties in the system's model. It applies principles of modern estimation, optimization, and information theory. Tutorial introductions to relevant literature and mathematical foundations provide the necessary background and context to the reader. The book contains detailed derivations and enlightening insights covering the following topics in detail:
Training-based multiple-input multiple-output (MIMO) channel estimation
Robust minimax estimation of the wireless communication channel
Robust minimax prediction of the wireless communication channel based on the maximum Doppler frequency
Identification of channel and noise correlations (power delay profile, spatial and temporal correlations, spatial correlations of interference)
Interpolation of band-limited autocovariance sequences
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