Detection and estimation for communication and radar systems / Kung Yao, University of California, Los Angeles, Flavio Lorenzelli, The Aerospace Corporation, Los Angeles, Chiao-En Chen, National Chung Cheng University, Taiwan.

Format:

Book

Author/Creator:

Yao, Kung, author.

Lorenzelli, Flavio, author.

Chen, Chiao-En, author.

Language:

English

Subjects (All):

Signal processing.

Signal detection.

Physical Description:

1 online resource (x, 322 pages) : digital, PDF file(s).

Edition:

1st ed.

Other Title:

Detection & estimation for communication & radar systems

Place of Publication:

Cambridge : Cambridge University Press, 2013.

Language Note:

English

Summary:

Covering the fundamentals of detection and estimation theory, this systematic guide describes statistical tools that can be used to analyze, design, implement and optimize real-world systems. Detailed derivations of the various statistical methods are provided, ensuring a deeper understanding of the basics. Packed with practical insights, it uses extensive examples from communication, telecommunication and radar engineering to illustrate how theoretical results are derived and applied in practice. A unique blend of theory and applications and over 80 analytical and computational end-of-chapter problems make this an ideal resource for both graduate students and professional engineers.

Contents:

Machine generated contents note: 1. Introduction and motivation to detection and estimation; 2. Review of probability and random processes; 3. Statistical hypothesis testing theory; 4. Detection of deterministic binary signals in Gaussian noises; 5. M-ary detection and classification of deterministic signals; 6. Non-coherent detection; 7. Parameter estimation; 8. Analytical and simulation methods for system performance analysis and design.

Notes:

Title from publisher's bibliographic system (viewed on 05 Oct 2015).

Includes bibliographical references and index.

ISBN:

1-107-23334-8

1-139-60976-9

1-139-01561-3

1-139-61162-3

1-139-62092-4

1-283-94804-4

1-139-62464-4

1-139-61534-3

1-139-60833-9

OCLC:

824118083