Optimum Array Processing - Trees, Harry L van

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Résumé :
Array processing plays an important role in many diverse application areas, including radar, sonar, communications, seismology, radio astronomy, tomography, and cellular communications. Optimum Array Processing gives an integrated presentation of classical and statistical array processing. Classical analysis and synthesis techniques for linear and planar arrays are developed. A statistical characterization of space-time random processes is provided. Many different aspects of optimum array processing are covered, including waveform estimation, adaptive beamforming, parameter estimation, and signal detection. Both plane-wave signals and spatially spread signals are studied, and all results are developed in a pedagogically sound manner. This book provides a fundamental understanding of array processing that is ample preparation for research or implementation of actual array processing systems. It provides a comprehensive synthesis of the array processing literature and includes more than 2,000 references. Readers will find an extensive variety of models and criteria for study and comparison, realistic examples and practical applications of optimum algorithms, challenging problems that expand the book's material, and detailed derivations of important results. A supplemental Web site is available that contains MATLAB scripts for most of the figures used in the book so readers can explore diverse scenarios. The book uses results from Parts I and III of Detection, Estimation, and Modulation Theory. These two books have been reprinted in paperback for availability. For students in signal processing or professionals looking for thorough understanding of array processing theory, Optimum Array Processing provides authoritative, comprehensive coverage in the same clear manner as the earlier parts of Detection, Estimation, and Modulation Theory.

Biographie:
Harry L. Van Trees, ScD, is Distinguished Professor of Electrical Engineering and Director of the C3I Center of Excellence at George Mason University, Fairfax, Virginia. During his career, he was professor of electrical engineering at Massachusetts Institute of Technology, and served as Chief Scientist of the U.S. Air Force, Chief Scientist of the Defense Communications Agency, and Principal Deputy Assistant Secretary of Defense for C3I. He was also president of M/A-Com-Linkabit Government Systems and a cofounder of CommQuest Technologies.

Sommaire:
Preface. Introduction. Arrays and Spatial Filters. Synthesis of Linear Arrays and Apertures. Planar Arrays and Apertures. Characterization of Space-Time Processes. Optimum Waveform Estimation. Adaptive Beamformers. Parameter Estimation I: Maximum Likelihood. Parameter Estimation II. Detection and Other Topics. Appendix A: Matrix Operations. Appendix B: Array Processing Literature. Appendix C: Notation. Index.