Probability and random processes : with applications to signal processing and communications / Scott L. Miller, Donald Childers

Von:

Miller, Scott L [aut]

Mitwirkende(r):

Resource type: Ressourcentyp: Buch (Online)Buch (Online)Sprache: Englisch Verlag: San Diego : Elsevier Science & Technology, c2012Auflage: Edition 2Beschreibung: 1 Online-Ressource (XII, 611 Seiten) : IllustrationenISBN:

9781283410274
1283410273
9780123870131

Schlagwörter:

Andere physische Formen: 0123869811 | 9780123870131 | 9780123869814 | 1283410230 | Erscheint auch als: Probability and random processes. Druck-Ausgabe 2. ed. Amsterdam [u.a.] : Elsevier/Acad. Press, AP, 2012. XII, 611 S.DDC-Klassifikation:

621.38220151
621.382/20151 23

MSC: MSC: *60-01 | 60G35 | 94A05 | 94A12RVK: RVK: ST 306LOC-Klassifikation:

TK5102.9

Online-Ressourcen:

Zugang im Netz des KIT

Zusammenfassung: 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 -- Section 2.1: Experiments, Sample Spaces, and Events -- Section 2.2: Axioms of Probability -- Section 2.3: Assigning Probabilities -- Section 2.4: Joint and Conditional Probabilities -- Section 2.5: Basic Combinatorics -- Section 2.6: Bayes's Theorem -- Section 2.7: Independence -- Section 2.8: Discrete Random Variables -- Miscellaneous Problems -- MATLAB Exercises -- Chapter 3: Random Variables, Distributions,and Density Functions -- 3.1 The Cumulative Distribution Function -- 3.2 The Probability Density Function -- 3.3 The Gaussian Random Variable -- 3.4 Other Important Random Variables -- 3.4.1 Uniform Random Variable -- 3.4.2 Exponential Random Variable -- 3.4.3 Laplace Random Variable -- 3.4.4 Gamma Random Variable -- 3.4.5 Erlang Random Variable -- 3.4.6 Chi-Squared Random Variable -- 3.4.7 Rayleigh Random Variable -- 3.4.8 Rician Random Variable -- 3.4.9 Cauchy Random Variable -- 3.5 Conditional Distribution and Density Functions -- 3.6 Engineering Application: Reliability and Failure Rates -- Exercises -- Section 3.1: The Cumulative Distribution Function -- Section 3.2: The Probability Density Function -- Section 3.3: The Gaussian Random Variable -- Section 3.4: Other Important Random Variables.PPN: PPN: 809508397Package identifier: Produktsigel: ZDB-26-MYL | ZDB-30-PAD | ZDB-30-PQE

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