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Advanced Signal Processing Handbook Theory and Implementation for Radar, Sonar, and Medical Imaging Real Time Systems
Advanced Signal Processing Handbook Theory and Implementation for Radar, Sonar, and Medical Imaging Real Time Systems

Detalls del llibre

Cover -- Half Title -- Title -- Copyright -- Preface -- Editor -- Contributors -- Dedication -- Contents -- 1 Signal Processing Concept Similarities among Sonar, Radar, and Medical Imaging Systems Stergios Stergiopoulos -- 1.1 Introduction -- 1.2 Overview o f a Real-Time System -- 1.3 Signal Processor -- 1.4 Data Manager and Display Sub-System -- SECTION I General Topics on Signal Processing -- 2 Adaptive Systems for Signal Process Simon Haykin -- 2.1 The Filtering Problem -- 2.2 Adaptive Filters -- 2.3 Linear Filter Structures -- 2.4 Approaches to the Development o f Linear Adaptive Filtering Algorithms -- 2.5 Real and Complex Forms o f Adaptive Filters -- 2.6 Nonlinear Adaptive Systems: Neural Networks -- 2.7 Applications -- 2.8 Concluding Rem arks -- 3 Gaussian Mixtures and Their Applications to Signal Processing Kostantinos N. Plataniotis and Dimitris Hatzinakos -- 3.1 Introduction -- 3.2 Mathematical Aspects of Gaussian Mixtures -- 3.3 Methodologies for Mixture Parameter Estim ation -- 3.4 Computer Generation of Mixture Variables -- 3.5 Mixture Applications -- 3.6 Concluding Remarks -- 4 Matched Field Processing - A Blind System Identification Technique -- 4 .1 Introduction -- 4.2 Blind System Identification -- 4.3 Cross-Relation Matched Field Processor -- 4.4 Time-Frequency Matched Field Processor -- 4.5 Higher Order Matched Field Processors -- 4.6 Simulation and Experimental Examples -- 5 Model-Based Ocean Acoustic Signal Processing -- 5.1 Introduction -- 5.2 Model-Based Processing -- 5.3 State-Space Ocean Acoustic Forward Propagators -- 5.4 Ocean Acoustic Model-Based Processing Applications -- 5.5 Summary -- 6 Advanced Beamformers Stergios Stergiopoulos -- 6.1 Introduction -- 6.2 Background -- 6.3 Theoretical Remarks -- 6.4 Optimum Estimators for Array Signal Processing -- 6.5 Advanced Beamformers -- 6.6 Implementation Considerations
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  • Autor/a Stergios Stergiopoulos
  • ISBN13 9781138557482
  • ISBN10 113855748X
  • Pàgines 750
  • Any Edició 2019
  • Fecha de publicación 04/02/2019
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Advanced Signal Processing Handbook Theory and Implementation for Radar, Sonar, and Medical Imaging Real Time Systems

Advanced Signal Processing Handbook Theory and Implementation for Radar, Sonar, and Medical Imaging Real Time Systems

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