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More Signal and Image Processing in Navigational Systems (The Electrical Engineering and Applied Signal Processing Series) Signal and Image Processing in Navigational Systems (The Electrical Engineering and Applied Signal Processing Series)

By: Vyacheslav P. Tuzlukov

ISBN-10: 0849315980 ISBN-13: 9780849315985

Publisher: CRC - 2004-11-29

Editorial Review: Classical and modern theories have given us a degree of noise immunity by defining the sufficient statistic of the mean of the likelihood function. The generalized theory moves beyond these limitations to determine the jointly sufficient statistics of the mean and variance of the likelihood function. Signal and Image Processing in Navigational Systems introduces us to the generalized approach, and then delves rigorously into the theory and practical applications of this approach. This volume represents the most in-depth discussion of the generalized approach to date, providing many examples and computer models to demonstrate how this approach raises the upper limits of noise immunity for navigation systems, leading to better detection performances. This book is vital for signal and image processing experts, radar, communications, acoustics, and navigational systems designers, as well as professionals in the fields of statistical pattern recognition, biomedicine, astronomy, and robotics who wish to extend the boundaries of noise immunity and improve qualitative performance of their systems. Table of Contents:

Pt. I Theory of fluctuating target return signals in navigational systems

Ch. 1 Probability distribution density of the amplitude and phase of the target return signal 3

Ch. 2 Correlation function of target return signal fluctuations 29

Ch. 3 Fluctuations under scanning of the three-dimensional (space) target with the moving radar 89

Ch. 4 Fluctuations under scanning of the two-dimensional (surface) target by the moving radar 141

Ch. 5 Fluctuations caused by radar antenna scanning 219

Ch. 6 Fluctuations caused by the moving radar with simultaneous radar antenna scanning 255

Ch. 7 Fluctuations caused by scatterers moving under the stimulus of the wind 281

Ch. 8 Fluctuations under scanning of the two-dimensional (surface) target with the continuous frequency-modulated signal 313

Ch. 9 Fluctuations under scanning of the three-dimensional (space) target by the continuous signal with a frequency that varies with time 375

Ch. 10 Fluctuations caused by variations in frequency from pulse to pulse 401

Pt. II Generalized approach to space-time signal and image processing in navigational systems

Ch. 11 Foundations of the generalized approach to signal processing in noise 421

Ch. 12 Theory of space-time signal and image processing in navigational systems 457

Ch. 13 Implementation methods of the generalized approach to space-time signal and image processing in navigational systems 527

Ch. 14 Object image preprocessing 585

App. I Classification of stochastic processes 601

App. II The power spectral density of the target return signal with arbitrary velocity vector direction of the moving radar in space and with the presence of roll and pitch angles 613

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