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

ISBN-13: 9781138557482 / Angielski / Miękka / 2019 / 750 str.

Stergiopoulos, Stergios

Opis

Advances in digital signal processing algorithms and computer technology have combined to produce real-time systems with capabilities far beyond those of just few years ago. Nonlinear, adaptive methods for signal processing have emerged to provide better array gain performance, however, they lack the robustness of conventional algorithms. The challenge remains to develop a concept that exploits the advantages of both-a scheme that integrates these methods in practical, real-time systems.The Advanced Signal Processing Handbook helps you meet that challenge. Beyond offering an outstanding introduction to the principles and applications of advanced signal processing, it develops a generic processing structure that takes advantage of the similarities that exist among radar, sonar, and medical imaging systems and integrates conventional and nonlinear processing schemes.

Recenzje

"...published to assist the development of a scheme that integrates nonlinear, adaptive methods with real-time systems. The book takes advantage of the similarities among radar, sonar and medical imaging systems and integrates conventional and nonlinear processing schemes."
-IEEE Signal Processing, November 2001

Spis treści

1.Signal Processing Concept Similarities Among Sonar, Radar, and Medical Imaging Systems 2. Adaptive Systems 3. Gaussian Mixtures and Their Applications to Signal Processing 4. Matched Field Processing, A Blind System Identification Technique 5. Model-Based Ocean Acoustic Signal Processing 6. Advanced Beamformers 7. Advanced Applications of Volume Visualization Methods in Medicine 8. Target Tracking 9. Target Motion Analysis (TMA). Sonar Systems 10. Theory and Application of Advanced Signal Processing for Active and Passive Sonar Systems 11. Phased Array Radars 12. Medical Ultrasonic Imaging Systems 13. Basic Theory and Application of Ultrasound Imaging 14. Industrial Computed Tomographic Imaging 15. Organ Motion Effects in Medical CT Imaging Applications 16. Magnetic Resonance Tomography-Imaging with a Nonlinear System 17. Functional Imaging of Tissues by Kinetic Modeling of Contrast Agents in MRI 18. Medical Image Registration and Fusion Techniques: A Review 19. The Role of Imaging in Radiotherapy Treatment Planning