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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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Miller, Scott L.
Otros Autores: Childers, Donald G.
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Waltham, MA : Academic Press, �2012.
Edición:2nd ed.
Temas:
Acceso en línea:Texto completo

MARC

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035 |a (OCoLC)779477268  |z (OCoLC)810072339  |z (OCoLC)1055335026  |z (OCoLC)1062869322  |z (OCoLC)1081259295  |z (OCoLC)1103251911  |z (OCoLC)1129354848  |z (OCoLC)1153053454  |z (OCoLC)1286900641 
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100 1 |a Miller, Scott L. 
245 1 0 |a Probability and random processes :  |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. 
300 |a 1 online resource (xii, 611 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
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. 
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. 
504 |a Includes bibliographical references and index. 
588 0 |a Print version record. 
650 0 |a Signal processing  |x Mathematics. 
650 0 |a Probabilities. 
650 0 |a Stochastic processes. 
650 2 |a Probability  |0 (DNLM)D011336 
650 2 |a Stochastic Processes  |0 (DNLM)D013269 
650 6 |a Traitement du signal  |x Math�ematiques.  |0 (CaQQLa)000299542 
650 6 |a Probabilit�es.  |0 (CaQQLa)201-0011592 
650 6 |a Processus stochastiques.  |0 (CaQQLa)201-0002663 
650 7 |a probability.  |2 aat  |0 (CStmoGRI)aat300055653 
650 7 |a Probabilities  |2 fast  |0 (OCoLC)fst01077737 
650 7 |a Signal processing  |x Mathematics  |2 fast  |0 (OCoLC)fst01118302 
650 7 |a Stochastic processes  |2 fast  |0 (OCoLC)fst01133519 
700 1 |a Childers, Donald G. 
776 0 8 |i Print version:  |a Miller, Scott L.  |t Probability and random processes.  |b 2nd. ed.  |d Waltham, MA : Academic Press, �2012  |z 9780123869814  |w (DLC) 2011053022  |w (OCoLC)696092052 
856 4 0 |u https://sciencedirect.uam.elogim.com/science/book/9780123869814  |z Texto completo