Random Pulse Streams and Their Applications (Studies in Electrical and Electronic Engineering)

Descripción

Hardcover, xi + 246 pages. Ex-university library, stamped "withdrawn"; an external stamp on the upper and lower page edges, internal ownership & inventory markings. A bit of wear to tips of page corners, a corner fold on a few leaves caused by untrimmed excess paper. Gently age-toned endpapers, pages are clean and bright with unmarked text. Moderately yellowed and age-spotted outer page edges. Boards with heavily scuffed corners with small edge-tears, sunning to edges. Two labels on lower spine. Issued without a dust jacket. -- The book describes in detail basic problems of random pulse streams (RPS). Main emphasis is on the analysis of random rectangular pulse stream and investigations on various types of coincidences among the random streams. Examples of applications in pulse stream analysis are given. Special attention is paid to the applications of RPS in the field of communication engineering, particularly in a random access communication & digital information transmission. Recent developments in the fields of coincidence theory, applications of pulse streams and filtering are reviewed. The constructive aspects of the analysis & interpretation of the discussed problems are emphasized. Contents: 1. Introduction to Probability [Probability Definitions; Conditional Probability, Total Probability, Bayes' Theorem; Binomial Law, Bernoulli Trials; Probability Distribution Function, Random Variable; Probability Density Function; Average Characteristics of Random Variable: Expectation & Moments; Two Random Variables, Joint & Conditional Distributions (Conditional Distributions; Joint Moments, Correlation); Function of One and Two Random Variables; Characteristic & Moment-Generating Functions; Law of Large Numbers]; 2. Introduction to Random Signals & Spectral Analysis of Random Signals [Random Signals & Their Fundamental Characteristics (Real & Complex Random Signals); Fundamental Linear Transformations of Random Signals; Generalized Spectrum Analysis of Random Signals, Karhunen-Loeve Transformation; Harmonic Analysis of Stationary Random Signals (Expansion of a Random Signal Based on Harmonic Basis Functions; Power Spectral Density - Wiener-Kninchin Theorem; Power Spectral Density - of White Noise - of the Telegraph Signal)]; 3. Main Characteristics of Point Streams [Description; Poisson Streams; Regular Streams; Stationary Palm Streams (Normal / Rectangular / Gamma Distribution of Intervals); Erlang Streams; Attenuated Streams; Alternative Streams]; 4. Random Rectangular Pulse Stream & Its Fundamental Characteristics [Description; Classification; Characteristics of Conditional (Truncated) Streams; Segmental Partition of Pulses; Point Partition of Pulses]; 5. Spectral & Correlation Analysis of RPS [Autocorrelation Function (General Correlation Function; Calculation of the Autocorrelation Function in Particular Cases; Examples of Calculations); Power Spectrum Density of the Rectangular Pulse Stream; Digital Filtering of RPS Based on Discrete Signal Transforms (Choice of Filter Matrix for the Filtering of Stationary Signals; Example of Pulse Stream Filtering)]; 6. Coincidences of RPS [Methods of Coincidence Analysis; Average Characteristics of the Coincidence of n Pulse Streams; Probability Density Function of Coincidence Length; Limiting Properties of the Probability Density Function; Coincidence Probability; Coincidence of Exactly k Streams Out of n Streams - (k, n) Coincidence Stream; Coincidence of at Least k Streams Out of n Streams - min(k, n) Coincidence Stream; Probability Density Function of a (k, n) Coincidence Stream; Some Problems in Deriving the Probability Density Functions of Aggregate Streams; Decomposition of RPS; Simulation of RPS (A Model of RPS & Coincidence Process; Simulation Algorithm; Simulation Results)]; 7. Some Applications of the Analysis of RPS [Characteristics of Information Transmission & Interval Codes (Description & Decoding of Interval Codes; Some Characteristics of Information Transmission Quality.

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Detalles bibliográficos

Título

Random Pulse Streams and Their Applications (Studies in Electrical and Electronic Engineering)

Editor

Elsevier & PWN

Fecha de publicación

1993

Idioma

Inglés

ISBN 10

0444986618

ISBN 13

9780444986610

Encuadernación

Hardcover

Estado

Fair

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