Informationen zum Autor K. Sam Shanmugan and Arthur M. Breipohl are the authors of Random Signals: Detection, Estimation and Data Analysis, published by Wiley. Klappentext Random Signals! Noise and Filtering develops the theory of random processes and its application to the study of systems and analysis of random data. The text covers three important areas: (1) fundamentals and examples of random process models! (2) applications of probabilistic models: signal detection! and filtering! and (3) statistical estimation--measurement and analysis of random data to determine the structure and parameter values of probabilistic models. This volume by Breipohl and Shanmugan offers the only one-volume treatment of the fundamentals of random process models! their applications! and data analysis. Zusammenfassung This treatise develops the theory of random processes and its application to the study of systems and the analysis of random data. It covers the fundamentals of random process models! the applications of probabilistic models and statistical estimation. Inhaltsverzeichnis Review of Probability and Random Variables; Random Processes and Sequences; Response of Systems to Random Inputs; Special Classes of Random Processes; Signal Detection; Linear Minimum MSE Filtering; Statistics; Estimating Parameters of Random Processes from Data.

Résumé
This treatise develops the theory of random processes and its application to the study of systems and the analysis of random data. It covers the fundamentals of random process models, the applications of probabilistic models and statistical estimation.

Contenu
Review of Probability and Random Variables; Random Processes and Sequences; Response of Systems to Random Inputs; Special Classes of Random Processes; Signal Detection; Linear Minimum MSE Filtering; Statistics; Estimating Parameters of Random Processes from Data.