Digital Processing of Random Signals
Title | Digital Processing of Random Signals PDF eBook |
Author | Boaz Porat |
Publisher | Courier Dover Publications |
Pages | 468 |
Release | 2008-02-29 |
Genre | Technology & Engineering |
ISBN | 0486462986 |
This excellent advanced text rigorously covers several topics. Geared toward students of electrical engineering, its material is sufficiently general to be applicable to other engineering fields. 1994 edition.
Introduction to Random Signals and Noise
Title | Introduction to Random Signals and Noise PDF eBook |
Author | Wim C. Van Etten |
Publisher | John Wiley & Sons |
Pages | 270 |
Release | 2006-02-03 |
Genre | Science |
ISBN | 0470024127 |
Random signals and noise are present in many engineering systems and networks. Signal processing techniques allow engineers to distinguish between useful signals in audio, video or communication equipment, and interference, which disturbs the desired signal. With a strong mathematical grounding, this text provides a clear introduction to the fundamentals of stochastic processes and their practical applications to random signals and noise. With worked examples, problems, and detailed appendices, Introduction to Random Signals and Noise gives the reader the knowledge to design optimum systems for effectively coping with unwanted signals. Key features: Considers a wide range of signals and noise, including analogue, discrete-time and bandpass signals in both time and frequency domains. Analyses the basics of digital signal detection using matched filtering, signal space representation and correlation receiver. Examines optimal filtering methods and their consequences. Presents a detailed discussion of the topic of Poisson processes and shot noise. An excellent resource for professional engineers developing communication systems, semiconductor devices, and audio and video equipment, this book is also ideal for senior undergraduate and graduate students in Electronic and Electrical Engineering.
Random Signal Processing
Title | Random Signal Processing PDF eBook |
Author | Shaila Dinkar Apte |
Publisher | CRC Press |
Pages | 519 |
Release | 2017-08-15 |
Genre | Mathematics |
ISBN | 1351651390 |
This book covers random signals and random processes along with estimation of probability density function, estimation of energy spectral density and power spectral density. The properties of random processes and signal modelling are discussed with basic communication theory estimation and detection. MATLAB simulations are included for each concept with output of the program with case studies and project ideas. The chapters progressively introduce and explain the concepts of random signals and cover multiple applications for signal processing. The book is designed to cater to a wide audience starting from the undergraduates (electronics, electrical, instrumentation, computer, and telecommunication engineering) to the researchers working in the pertinent fields. Key Features: • Aimed at random signal processing with parametric signal processing-using appropriate segment size. • Covers speech, image, medical images, EEG and ECG signal processing. • Reviews optimal detection and estimation. • Discusses parametric modeling and signal processing in transform domain. • Includes MATLAB codes and relevant exercises, case studies and solved examples including multiple choice questions
Discrete Random Signals and Statistical Signal Processing
Title | Discrete Random Signals and Statistical Signal Processing PDF eBook |
Author | Charles W. Therrien |
Publisher | |
Pages | 0 |
Release | 1992 |
Genre | Signal processing |
ISBN | 9780130225450 |
Random Signal Processing
Title | Random Signal Processing PDF eBook |
Author | Dwight F. Mix |
Publisher | Macmillan College |
Pages | 472 |
Release | 1995 |
Genre | Mathematics |
ISBN |
Providing detailed coverage of Wiener filtering and Kalman filtering, this book presents a coherent treatment of estimation theory and an in-depth look at detection theory for communication and pattern recognition.
Random Signals
Title | Random Signals PDF eBook |
Author | K. Sam Shanmugan |
Publisher | John Wiley & Sons |
Pages | 686 |
Release | 1988-05-20 |
Genre | Mathematics |
ISBN |
This treatise develops the theory of random processes and its application to the study of systems and the analysis of random data. It covers the fundamentals of random process models, the applications of probabilistic models and statistical estimation.
Signals, Systems, Transforms, and Digital Signal Processing with MATLAB
Title | Signals, Systems, Transforms, and Digital Signal Processing with MATLAB PDF eBook |
Author | Michael Corinthios |
Publisher | CRC Press |
Pages | 1256 |
Release | 2018-09-03 |
Genre | Technology & Engineering |
ISBN | 1420090496 |
Signals, Systems, Transforms, and Digital Signal Processing with MATLAB® has as its principal objective simplification without compromise of rigor. Graphics, called by the author, "the language of scientists and engineers", physical interpretation of subtle mathematical concepts, and a gradual transition from basic to more advanced topics are meant to be among the important contributions of this book. After illustrating the analysis of a function through a step-by-step addition of harmonics, the book deals with Fourier and Laplace transforms. It then covers discrete time signals and systems, the z-transform, continuous- and discrete-time filters, active and passive filters, lattice filters, and continuous- and discrete-time state space models. The author goes on to discuss the Fourier transform of sequences, the discrete Fourier transform, and the fast Fourier transform, followed by Fourier-, Laplace, and z-related transforms, including Walsh–Hadamard, generalized Walsh, Hilbert, discrete cosine, Hartley, Hankel, Mellin, fractional Fourier, and wavelet. He also surveys the architecture and design of digital signal processors, computer architecture, logic design of sequential circuits, and random signals. He concludes with simplifying and demystifying the vital subject of distribution theory. Drawing on much of the author’s own research work, this book expands the domains of existence of the most important transforms and thus opens the door to a new world of applications using novel, powerful mathematical tools.