First Course In Statistics For Signal Analysis
First Course In Statistics For Signal Analysis
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Book Summary
This essentially self-contained, deliberately compact, and user-friendly textbook is designed for a first, one-semester course in statistical signal analysis for a broad audience of students in engineering and the physical sciences. The emphasis throughout is on fundamental concepts and relationships in the statistical theory of stationary random signals, explained in a concise, yet fairly rigorous presentation. Topics and Features: * Fourier series and transforms"fundamentally important in random signal analysis and processing"are developed from scratch, emphasizing the time-domain vs. frequency-domain duality. * Basic concepts of probability theory, laws of large numbers, the stability of fluctuations law (central limit theorem), and statistical parametric inference procedures are presented so that no prior knowledge of
ISBN-13
9788184891430
Language
English
Binding
Paper Back
Publisher
Apress / Springer (India) Pvt Ltd
Publishing Date
2009
Product Edition
1

First Course In Statistics For Signal Analysis

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Product Specifications
Book Summary
This essentially self-contained, deliberately compact, and user-friendly textbook is designed for a first, one-semester course in statistical signal analysis for a broad audience of students in engineering and the physical sciences. The emphasis throughout is on fundamental concepts and relationships in the statistical theory of stationary random signals, explained in a concise, yet fairly rigorous presentation. Topics and Features: * Fourier series and transforms"fundamentally important in random signal analysis and processing"are developed from scratch, emphasizing the time-domain vs. frequency-domain duality. * Basic concepts of probability theory, laws of large numbers, the stability of fluctuations law (central limit theorem), and statistical parametric inference procedures are presented so that no prior knowledge of
Book Specifications
ISBN-13
9788184891430
Language
English
Binding
Paper Back
Publisher
Apress / Springer (India) Pvt Ltd
Publishing Date
2009
Product Edition
1