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Random Signals : Detection, Estimation and Data Analysis - K. Sam Shanmugan

Random Signals

Detection, Estimation and Data Analysis

Paperback Published: 20th May 1988
ISBN: 9780471815556
Number Of Pages: 688

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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.

Preface and Introduction.

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.

Appendices.

ISBN: 9780471815556
ISBN-10: 0471815551
Audience: Tertiary; University or College
Format: Paperback
Language: English
Number Of Pages: 688
Published: 20th May 1988
Country of Publication: US
Dimensions (cm): 24.3 x 16.25  x 3.63
Weight (kg): 1.06
Edition Number: 1

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