Probability and Random Processes - Hardcover

Krishnan, Venkatarama

Hardcover

ISBN 10: 1118923138 ISBN 13: 9781118923139

Verlag: John Wiley & Sons Inc, 2015

Inhaltsangabe

THE SECOND EDITION ENHANCED WITH NEW CHAPTERS, FIGURES, AND APPENDICES TO COVER THE NEW DEVELOPMENTS IN APPLIED MATHEMATICAL FUNCTIONS THIS BOOK EXAMINES THE TOPICS OF APPLIED MATHEMATICAL FUNCTIONS TO PROBLEMS THAT ENGINEERS AND RESEARCHERS SOLVE DAILY IN THE COURSE OF THEIR WORK. THE TEXT COVERS SET THEORY, COMBINATORICS, RANDOM VARIABLES, DISCRETE AND CONTINUOUS PROBABILITY, DISTRIBUTION FUNCTIONS, CONVERGENCE OF RANDOM VARIABLES, COMPUTER GENERATION OF RANDOM VARIATES, RANDOM PROCESSES AND STATIONARITY CONCEPTS WITH ASSOCIATED AUTOCOVARIANCE AND CROSS COVARIANCE FUNCTIONS, ESTIMATION THEORY AND WIENER AND KALMAN FILTERING ENDING WITH TWO APPLICATIONS OF PROBABILISTIC METHODS. PROBABILITY TABLES WITH NINE DECIMAL PLACE ACCURACY AND GRAPHICAL FOURIER TRANSFORM TABLES ARE INCLUDED FOR QUICK REFERENCE. THE AUTHOR FACILITATES UNDERSTANDING OF PROBABILITY CONCEPTS FOR BOTH STUDENTS AND PRACTITIONERS BY PRESENTING OVER 450 CAREFULLY DETAILED FIGURES AND ILLUSTRATIONS, AND OVER 350 EXAMPLES WITH EVERY STEP EXPLAINED CLEARLY AND SOME WITH MULTIPLE SOLUTIONS. ADDITIONAL FEATURES OF THE SECOND EDITION OF PROBABILITY AND RANDOM PROCESSES ARE: UPDATED CHAPTERS WITH NEW SECTIONS ON NEWTON–PEPYS PROBLEM; PEARSON, SPEARMAN, AND KENDAL CORRELATION COEFFICIENTS; ADAPTIVE ESTIMATION TECHNIQUES; BIRTH AND DEATH PROCESSES; AND RENEWAL PROCESSES WITH GENERALIZATIONS A NEW CHAPTER ON PROBABILITY MODELING IN TELETRAFFIC ENGINEERING WRITTEN BY KAVITHA CHANDRA AN EIGHTH APPENDIX EXAMINING THE COMPUTATION OF THE ROOTS OF DISCRETE PROBABILITY–GENERATING FUNCTIONS WITH NEW MATERIAL ON THEORY AND APPLICATIONS OF PROBABILITY, PROBABILITY AND RANDOM PROCESSES, SECOND EDITION IS A THOROUGH AND COMPREHENSIVE REFERENCE FOR COMMONLY OCCURRING PROBLEMS IN PROBABILISTIC METHODS AND THEIR APPLICATIONS.

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Reseña del editor

The second edition enhanced with new chapters, figures, and appendices to cover the new developments in applied mathematical functions

This book examines the topics of applied mathematical functions to problems that engineers and researchers solve daily in the course of their work. The text covers set theory, combinatorics, random variables, discrete and continuous probability, distribution functions, convergence of random variables, computer generation of random variates, random processes and stationarity concepts with associated autocovariance and cross covariance functions, estimation theory and Wiener and Kalman filtering ending with two applications of probabilistic methods. Probability tables with nine decimal place accuracy and graphical Fourier transform tables are included for quick reference. The author facilitates understanding of probability concepts for both students and practitioners by presenting over 450 carefully detailed figures and illustrations, and over 350 examples with every step explained clearly and some with multiple solutions.

Additional features of the second edition of Probability and Random Processes are:

• Updated chapters with new sections on Newton-Pepys’ problem; Pearson, Spearman, and Kendal correlation coefficients; adaptive estimation techniques; birth and death processes; and renewal processes with generalizations
• A new chapter on Probability Modeling in Teletraffic Engineering written by Kavitha Chandra
• An eighth appendix examining the computation of the roots of discrete probability-generating functions

With new material on theory and applications of probability, Probability and Random Processes, Second Edition is a thorough and comprehensive reference for commonly occurring problems in probabilistic methods and their applications.

Biografía del autor

Venkatarama Krishnan, PhD., is Professor Emeritus in the Department of Electrical and Computer Engineering at the University of Massachusetts at Lowell. He has served as a consultant to the Dynamics Research Corporation, the U.S. Department of Transportation, and Bell Laboratories. Dr. Krishnan’s research includes estimation of steady-state queue distribution, tomographic imaging, aerospace, control, communications, and stochastic systems. Dr. Krishnan is a senior member of the IEEE and listed in Who is Who in America.

Details zur Ausgabe

• Verlag: John Wiley & Sons Inc
• Erscheinungsdatum: 2015
• ISBN 10: 1118923138
• ISBN 13: 9781118923139
• Einband: Tapa dura
• Sprache: Englisch
• Auflage: 2
• Anzahl der Seiten: 528