Author: Stergios Stergiopoulos Publisher: CRC Press ISBN: 1351369458 Category : Technology & Engineering Languages : en Pages : 752
Book Description
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.
Author: Stergios Stergiopoulos Publisher: CRC Press ISBN: 135136944X Category : Technology & Engineering Languages : en Pages : 752
Book Description
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.
Author: Douglas F. Elliott Publisher: Elsevier ISBN: 0080507808 Category : Technology & Engineering Languages : en Pages : 999
Book Description
FROM THE PREFACE: Many new useful ideas are presented in this handbook, including new finite impulse response (FIR) filter design techniques, half-band and multiplierless FIR filters, interpolated FIR (IFIR) structures, and error spectrum shaping.
Author: Sadasivan Puthusserypady Publisher: ISBN: 9781680839784 Category : Languages : en Pages :
Book Description
Being an inter-disciplinary subject, Signal Processing has application in almost all scientific fields. Applied Signal Processing tries to link between the analog and digital signal processing domains. Since the digital signal processing techniques have evolved from its analog counterpart, this book begins by explaining the fundamental concepts in analog signal processing and then progresses towards the digital signal processing. This will help the reader to gain a general overview of the whole subject and establish links between the various fundamental concepts. While the focus of this book is on the fundamentals of signal processing, the understanding of these topics greatly enhances the confident use as well as further development of the design and analysis of digital systems for various engineering and medical applications. Applied Signal Processing also prepares readers to further their knowledge in advanced topics within the field of signal processing.
Author: Amir-Homayoon Najmi Publisher: McGraw Hill Professional ISBN: 1260458946 Category : Technology & Engineering Languages : en Pages : 353
Book Description
Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product. A comprehensive introduction to the mathematical principles and algorithms in statistical signal processing and modern neural networks. This text is an expanded version of a graduate course on advanced signal processing at the Johns Hopkins University Whiting school program for professionals with students from electrical engineering, physics, computer and data science, and mathematics backgrounds. It covers the theory underlying applications in statistical signal processing including spectral estimation, linear prediction, adaptive filters, and optimal processing of uniform spatial arrays. Unique among books on the subject, it also includes a comprehensive introduction to modern neural networks with examples in time series and image classification. Coverage includes: Mathematical structures of signal spaces and matrix factorizations linear time-invariant systems and transforms Least squares filters Random variables, estimation theory, and random processes Spectral estimation and autoregressive signal models linear prediction and adaptive filters Optimal processing of linear arrays Neural networks
Author: Bu-Chin Wang Publisher: John Wiley & Sons ISBN: 0470377828 Category : Technology & Engineering Languages : en Pages : 369
Book Description
A self-contained approach to DSP techniques and applications in radar imaging The processing of radar images, in general, consists of three major fields: Digital Signal Processing (DSP); antenna and radar operation; and algorithms used to process the radar images. This book brings together material from these different areas to allow readers to gain a thorough understanding of how radar images are processed. The book is divided into three main parts and covers: * DSP principles and signal characteristics in both analog and digital domains, advanced signal sampling, and interpolation techniques * Antenna theory (Maxwell equation, radiation field from dipole, and linear phased array), radar fundamentals, radar modulation, and target-detection techniques (continuous wave, pulsed Linear Frequency Modulation, and stepped Frequency Modulation) * Properties of radar images, algorithms used for radar image processing, simulation examples, and results of satellite image files processed by Range-Doppler and Stolt interpolation algorithms The book fully utilizes the computing and graphical capability of MATLAB? to display the signals at various processing stages in 3D and/or cross-sectional views. Additionally, the text is complemented with flowcharts and system block diagrams to aid in readers' comprehension. Digital Signal Processing Techniques and Applications in Radar Image Processing serves as an ideal textbook for graduate students and practicing engineers who wish to gain firsthand experience in applying DSP principles and technologies to radar imaging.
Author: Stergios Stergiopoulos Publisher: CRC Press ISBN: 1420062417 Category : Technology & Engineering Languages : en Pages : 750
Book Description
Discover the Applicability, Benefits, and Potential of New Technologies As advances in algorithms and computer technology have bolstered the digital signal processing capabilities of real-time sonar, radar, and non-invasive medical diagnostics systems, cutting-edge military and defense research has established conceptual similarities in these areas. Now civilian enterprises can use government innovations to facilitate optimal functionality of complex real-time systems. Advanced Signal Processing details a cost-efficient generic processing structure that exploits these commonalities to benefit commercial applications. Learn from a Renowned Defense Scientist, Researcher, and Innovator The author preserves the mathematical focus and key information from the first edition that provided invaluable coverage of topics including adaptive systems, advanced beamformers, and volume visualization methods in medicine. Integrating the best features of non-linear and conventional algorithms and explaining their application in PC-based architectures, this text contains new data on: Advances in biometrics, image segmentation, registration, and fusion techniques for 3D/4D ultrasound, CT, and MRI Fully digital 3D/ (4D: 3D+time) ultrasound system technology, computing architecture requirements, and relevant implementation issues State-of-the-art non-invasive medical procedures, non-destructive 3D tomography imaging and biometrics, and monitoring of vital signs Cardiac motion correction in multi-slice X-ray CT imaging Space-time adaptive processing and detection of targets interference-intense backgrounds comprised of clutter and jamming With its detailed explanation of adaptive, synthetic-aperture, and fusion-processing schemes with near-instantaneous convergence in 2-D and 3-D sensors (including planar, circular, cylindrical, and spherical arrays), the quality and illustration of this text’s concepts and techniques will make it a favored reference.
Author: Stergios Stergiopoulos Publisher: ISBN: 9781138557482 Category : Languages : en Pages :
Book Description
6.7 Concept Demonstration: Simulations and Experimental Results -- 6.8 Conclusion -- 7 Advanced Applications of Volume Visualization Methods in Medicine -- 7.1 Volume Visualization Principles -- 7.2 Applications to Medical Data -- Appendix Principles of Image Processing: Pixel Brightness Transformations, Image Filtering and Image Restoration -- 8 Target Tracking Wolfgang Koch -- 8.1 Introduction -- 8.2 Discussion of the Problem -- 8.3 Statistical Models -- 8.4 Bayesian Track Maintenance -- 8.5 Suboptimal Realization -- 8.6 Selected Applications -- 9 Target Motion Analysis (TMA) Klaus Becker -- 9.1 Introduction -- 9.2 Features of the TMA Problem -- 9.3 Solution of the TMA Problem -- 9.4 Conclusion -- SECTION II Sonar and Radar System Applications -- 10 Sonar Systems -- 10.1 Introduction -- 10.2 Underwater Propagation -- 10.3 Underwater Sound Systems: Components and Processes -- 10.4 Signal Processing Functions -- 10.5 Advanced Signal Processing -- 10.6 Application -- 11 Theory and Implementation of Advanced Signal Processing for Active and Passive Sonar Systems -- 11.1 Introduction -- 11.2 Theoretical Remarks -- 11.3 Real Results from Experimental Sonar Systems -- 11.4 Conclusion -- 12 Phased Array Radars Nikolaos Uzunoglu -- 12.1 Introduction -- 12.2 Fundamental Theory of Phased Arrays -- 12.3 Analysis and Design of Phased Arrays -- 12.4 Array Architectures -- 12.5 Conclusion -- SECTION III Medical Imaging System Applications -- 13 Medical Ultrasonic Imaging Systems -- 13.1 Introduction -- 13.2 System Fundamentals -- 13.3 Tissue Properties' Influence on System Design -- 13.4 Imaging Systems -- 13.5 Conclusion -- 14 Basic Principles and Applications of 3-D Ultrasound Imaging -- 14.1 Introduction -- 14.2 Limitations of Ultrasonography Addressed by 3-D Im aging -- 14.3 Scanning Techniques for 3-D Ultrasonography
Author: Stergios Stergiopoulos
Author: Stergios Stergiopoulos
Author: Stergios Stergiopoulos
Author: Douglas F. Elliott
Author: Sadasivan Puthusserypady
Author: Amir-Homayoon Najmi
Author: Bu-Chin Wang
Author: Glenn Zelniker
Author: Stergios Stergiopoulos
Author: Stergios Stergiopoulos