Robust Signal Processing for Wireless Communications

This book 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 rel...

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Chi tiết về thư mục
Tác giả chính: Dietrich, Frank A.
Định dạng: Livre numérique
Ngôn ngữ:Anglais
Được phát hành: Berlin, Heidelberg : Springer Berlin Heidelberg 2008.
Cham : Springer Nature
Loạt:Foundations in Signal Processing, Communications and Networking 2
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Chú thích: Archives Springer e-books (Licence nationale)
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Edition sous un autre format:• Robust Signal Processing for Wireless Communications, Texte imprimé, 9783540742463
• Robust Signal Processing for Wireless Communications, Texte imprimé, 9783642093579
• Robust Signal Processing for Wireless Communications, Texte imprimé, 9783540842309
Miêu tả
Tóm tắt:This book 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 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, nonlinear beamforming).
Mô tả sách:Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
số ISBN:9783540742494
số ISSN:1863-8546
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