Probability and Random Processes: With Applications to Signal Processing and Communications
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Burlington
Elsevier Science
2012
|
| Edition: | 2nd ed |
| Subjects: | |
| Online Access: | FAW01 FAW02 |
| Item Description: | 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, informati Front Cover; Probability and Random Processes: With Applications to Signal Processingand Communications; Copyright; Contents; Preface; Chapter 1: Introduction; 1.1 A Speech Recognition System; 1.2 A Radar System; 1.3 A Communication Network; Chapter 2: Introduction to Probability Theory; 2.1 Experiments, Sample Spaces, and Events; 2.2 Axioms of Probability; 2.3 Assigning Probabilities; 2.4 Joint and Conditional Probabilities; 2.5 Basic Combinatorics; 2.6 Bayes's Theorem; 2.7 Independence; 2.8 Discrete Random Variables; 2.9 Engineering Application-An Optical Communication System; Exercises Includes bibliographical references and index |
| Physical Description: | 625 pages |
| ISBN: | 9780123870131 0123870135 9780123869814 |
Staff View
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| 500 | |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, informati | ||
| 500 | |a Front Cover; Probability and Random Processes: With Applications to Signal Processingand Communications; Copyright; Contents; Preface; Chapter 1: Introduction; 1.1 A Speech Recognition System; 1.2 A Radar System; 1.3 A Communication Network; Chapter 2: Introduction to Probability Theory; 2.1 Experiments, Sample Spaces, and Events; 2.2 Axioms of Probability; 2.3 Assigning Probabilities; 2.4 Joint and Conditional Probabilities; 2.5 Basic Combinatorics; 2.6 Bayes's Theorem; 2.7 Independence; 2.8 Discrete Random Variables; 2.9 Engineering Application-An Optical Communication System; Exercises | ||
| 500 | |a Includes bibliographical references and index | ||
| 650 | 7 | |a Probabilities |2 fast | |
| 650 | 7 | |a Signal processing / Mathematics |2 fast | |
| 650 | 7 | |a Stochastic processes |2 fast | |
| 650 | 7 | |a COMPUTERS / Information Theory |2 bisacsh | |
| 650 | 7 | |a TECHNOLOGY & ENGINEERING / Signals & Signal Processing |2 bisacsh | |
| 650 | 4 | |a Probabilities | |
| 650 | 4 | |a Signal communication | |
| 650 | 4 | |a Signal processing | |
| 650 | 4 | |a Stochastic processes | |
| 650 | 4 | |a Mathematik | |
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| 650 | 4 | |a Probabilities | |
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Record in the Search Index
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| author | Miller, Scott L. |
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| dewey-full | 519.2 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.2 |
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| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
| edition | 2nd ed |
| format | Electronic eBook |
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| id | DE-604.BV043959960 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:39:47Z |
| institution | BVB |
| isbn | 9780123870131 0123870135 9780123869814 |
| language | English |
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| physical | 625 pages |
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| publishDate | 2012 |
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| publisher | Elsevier Science |
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| spelling | Miller, Scott L. Verfasser aut Probability and Random Processes With Applications to Signal Processing and Communications 2nd ed Burlington Elsevier Science 2012 625 pages txt rdacontent c rdamedia cr rdacarrier 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, informati Front Cover; Probability and Random Processes: With Applications to Signal Processingand Communications; Copyright; Contents; Preface; Chapter 1: Introduction; 1.1 A Speech Recognition System; 1.2 A Radar System; 1.3 A Communication Network; Chapter 2: Introduction to Probability Theory; 2.1 Experiments, Sample Spaces, and Events; 2.2 Axioms of Probability; 2.3 Assigning Probabilities; 2.4 Joint and Conditional Probabilities; 2.5 Basic Combinatorics; 2.6 Bayes's Theorem; 2.7 Independence; 2.8 Discrete Random Variables; 2.9 Engineering Application-An Optical Communication System; Exercises Includes bibliographical references and index Probabilities fast Signal processing / Mathematics fast Stochastic processes fast COMPUTERS / Information Theory bisacsh TECHNOLOGY & ENGINEERING / Signals & Signal Processing bisacsh Probabilities Signal communication Signal processing Stochastic processes Mathematik Signal processing Mathematics Wahrscheinlichkeitstheorie (DE-588)4079013-7 gnd rswk-swf Sprachverarbeitung (DE-588)4116579-2 gnd rswk-swf Stochastischer Prozess (DE-588)4057630-9 gnd rswk-swf Sprachverarbeitung (DE-588)4116579-2 s Wahrscheinlichkeitstheorie (DE-588)4079013-7 s Stochastischer Prozess (DE-588)4057630-9 s 1\p DE-604 Childers, Donald Sonstige oth 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Miller, Scott L. Probability and Random Processes With Applications to Signal Processing and Communications Probabilities fast Signal processing / Mathematics fast Stochastic processes fast COMPUTERS / Information Theory bisacsh TECHNOLOGY & ENGINEERING / Signals & Signal Processing bisacsh Probabilities Signal communication Signal processing Stochastic processes Mathematik Signal processing Mathematics Wahrscheinlichkeitstheorie (DE-588)4079013-7 gnd Sprachverarbeitung (DE-588)4116579-2 gnd Stochastischer Prozess (DE-588)4057630-9 gnd |
| subject_GND | (DE-588)4079013-7 (DE-588)4116579-2 (DE-588)4057630-9 |
| title | Probability and Random Processes With Applications to Signal Processing and Communications |
| title_auth | Probability and Random Processes With Applications to Signal Processing and Communications |
| title_exact_search | Probability and Random Processes With Applications to Signal Processing and Communications |
| title_full | Probability and Random Processes With Applications to Signal Processing and Communications |
| title_fullStr | Probability and Random Processes With Applications to Signal Processing and Communications |
| title_full_unstemmed | Probability and Random Processes With Applications to Signal Processing and Communications |
| title_short | Probability and Random Processes |
| title_sort | probability and random processes with applications to signal processing and communications |
| title_sub | With Applications to Signal Processing and Communications |
| topic | Probabilities fast Signal processing / Mathematics fast Stochastic processes fast COMPUTERS / Information Theory bisacsh TECHNOLOGY & ENGINEERING / Signals & Signal Processing bisacsh Probabilities Signal communication Signal processing Stochastic processes Mathematik Signal processing Mathematics Wahrscheinlichkeitstheorie (DE-588)4079013-7 gnd Sprachverarbeitung (DE-588)4116579-2 gnd Stochastischer Prozess (DE-588)4057630-9 gnd |
| topic_facet | Probabilities Signal processing / Mathematics Stochastic processes COMPUTERS / Information Theory TECHNOLOGY & ENGINEERING / Signals & Signal Processing Signal communication Signal processing Mathematik Signal processing Mathematics Wahrscheinlichkeitstheorie Sprachverarbeitung Stochastischer Prozess |
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