Robust Signal Processing for Wireless Communications

Name: Robust Signal Processing for Wireless Communications
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783540742463
Price: 471.24 PLN
Availability: InStock

Autor: Frank A. Dietrich

Język:

Oprawa: Twarda

Wydawca: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Dostępność: Dostępna u dostawcy w małych ilościach

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Optimization of adaptive signal processing algorithms for wireless communications is based on a mode...

Informacje o książce

Autor

Frank A. Dietrich

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2007

strony

280

EAN

9783540742463

ISBN

3540742468

Enbook ID

05275200

Wydawca

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Waga

1310

Wymiary

155 x 235 x 20

Pełny opis

Optimization of adaptive signal processing algorithms for wireless communications is based on a model of the underlying propagation channel. In practice, this model is never known perfectly. For example, its parameters have to be estimated and are only known with significant errors.§In this book, a systematic treatment of this practical design problem is provided for signal processing in the physical layer with multiple antennas. The design of robust signal processing algorithms is based on a description of the errors and the uncertainties in the system's model. It applies principles of modern estimation, optimization, and information theory. Tutorial introductions to relevant literature and mathematical foundations give the necessary background and context to the reader.§The book provides detailed derivations and enlightening insights into the related technical problems covering the following topics in detail: An overview of the principles of 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. Robust linear and nonlinear precoding for the multi-user downlink with multiple antennas which is based on incomplete channel state information or channel correlations (performance measures, duality, robust Tomlinson-Harashima precoding, robust vector precoding, nonlinear beamforming).

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