Robust Signal Processing for Wireless Communications

  • Frank A. Dietrich
Part of the Foundations in Signal Processing, Communications and Networking book series (SIGNAL, volume 2)

Table of contents

About this book

Introduction

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)

Keywords

Autocorrelation Sequences Band Limited Random Processes Downlink Identification Information Interpolation MIMO Noise Statistics Robust Channel Estimation Robust Channel Prediction algorithms antenna coding information theory signal processing

Authors and affiliations

  • Frank A. Dietrich
    • 1
  1. 1.Associate Institute for Signal ProcessingTU MunichMunichGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-540-74249-4
  • Copyright Information Springer-Verlag Berlin Heidelberg 2008
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-540-74246-3
  • Online ISBN 978-3-540-74249-4
  • Series Print ISSN 1863-8538