Probability and Random Processes: With Applications to Signal Processing and Communications

Miller and Childers have focused on creating a clear presentation of foundational concepts with specific applications to signal processing and communications, clearly the two areas of most interest to students and instructors in this course. It is aimed at graduate students as well as practicing engineers, and includes unique chapters on narrowband random processes and simulation techniques. The appendices provide a refresher in such areas as linear algebra, set theory, random variables, and more. Probability and Random Processes also includes applications in digital communications, information theory, coding theory, image processing, speech analysis, synthesis and recognition, and other fields. * Exceptional exposition and numerous worked out problems make the book extremely readable and accessible* The authors connect the applications discussed in class to the textbook* The new edition contains more real world signal processing and communications applications* Includes an entire chapter devoted to simulation techniques INDICE: Preface1. Introduction2. Introduction to Probability Theory3. Random Variables, Distributions and Density Functions4. Operations on a Single Random Variable5. Pairs of Random Variables6. Multiple Random Variables7. Random Sequences and Series8. Random Processes9. Markov Processes10. Power Spectral Density11. Random Processes in Linear Systems12. Simulation TechniquesAppendices

• ISBN: 978-0-12-810245-9
• Editorial: Academic Press
• Encuadernacion: Rústica
• Fecha Publicación: 30/10/2017
• Nº Volúmenes: 1
• Idioma: Inglés