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 eng...

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Bibliographic Details
Main Author: Miller, Scott L.
Other Authors: Childers, Donald G.
Format: eBook
Language:English
Published: Waltham, MA Academic Press ©2012, 2012
Edition:2nd ed
Subjects:
Online Access:
Collection: Elsevier ScienceDirect eBooks - Collection details see MPG.ReNa
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100 1 |a Miller, Scott L. 
245 0 0 |a Probability and random processes  |h [electronic resource]  |h Elektronische Ressource  |b with applications to signal processing and communications  |c Scott L. Miller, Donald Childers 
250 |a 2nd ed 
260 |a Waltham, MA  |b Academic Press  |c ©2012, 2012 
300 |a online resource (xii, 611 pages)  |b illustrations 
505 0 |a Includes bibliographical references and index 
505 0 |a Preface -- 1. Introduction -- 2. Introduction to Probability Theory -- 3. Random Variables, Distributions and Density Functions -- 4. Operations on a Single Random Variable -- 5. Pairs of Random Variables -- 6. Multiple Random Variables -- 7. Random Sequences and Series -- 8. Random Processes -- 9. Markov Processes -- 10. Power Spectral Density -- 11. Random Processes in Linear Systems -- 12. Simulation Techniques -- Appendices 
653 |a Signal processing / Mathematics 
653 |a Stochastic processes 
653 |a Stochastic processes / fast / (OCoLC)fst01133519 
653 |a Signal processing / Mathematics / fast / (OCoLC)fst01118302 
653 |a Probabilities / fast / (OCoLC)fst01077737 
653 |a Probabilities 
700 1 |a Childers, Donald G. 
041 0 7 |a eng  |2 ISO 639-2 
989 |b ESD  |a Elsevier ScienceDirect eBooks 
856 4 0 |u http://www.sciencedirect.com/science/book/9780123869814  |x Verlag  |3 Volltext 
082 0 |a 621.382/20151 
520 |a 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