| Description |
1 online resource (xiii, 536 pages) : illustrations |
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text txt rdacontent |
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computer c rdamedia |
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online resource cr rdacarrier |
| Summary |
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. |
| Contents |
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. |
| Note |
Includes index. |
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Print version record. |
| Language |
English. |
| Subject |
Signal processing -- Mathematics.
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Probabilities.
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Stochastic processes.
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Probability |
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Stochastic Processes |
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Traitement du signal -- Mathématiques.
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Probabilités.
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Processus stochastiques.
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probability.
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COMPUTERS -- Information Theory.
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TECHNOLOGY & ENGINEERING -- Signals & Signal Processing.
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Probabilities
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Signal processing -- Mathematics
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Stochastic processes
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| Genre/Form |
dissertations.
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Academic theses
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Academic theses.
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Thèses et écrits académiques.
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| Added Author |
Childers, Donald G.
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| Other Form: |
Print version: Miller, Scott L. Probability and random processes. Amsterdam ; Boston : Elsevier Academic Press, ©2004 0121726517 9780121726515 (DLC) 2004010367 (OCoLC)55138702 |
| ISBN |
0080470424 (electronic bk.) |
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9780080470429 (electronic bk.) |
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1280961260 |
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9781280961267 |
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9786610961269 |
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6610961263 |
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9780121726515 |
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0121726517 |
| Standard No. |
AU@ 000048129961 |
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CHNEW 001006304 |
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DEBBG BV036962294 |
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DEBBG BV042317305 |
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DEBBG BV043044893 |
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DEBSZ 405307489 |
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DEBSZ 422220531 |
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NZ1 12434865 |
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NZ1 14540101 |
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UKMGB 017581249 |
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AU@ 000072990033 |
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