Robert M. Gray

Introduction to Statistical Signal Processing (eBook, PDF)

• Format: PDF

Produktbeschreibung

This book describes the essential tools and techniques of statistical signal processing. At every stage theoretical ideas are linked to specific applications in communications and signal processing using a range of carefully chosen examples. The book begins with a development of basic probability, random objects, expectation, and second order moment theory followed by a wide variety of examples of the most popular random process models and their basic uses and properties. Specific applications to the analysis of random signals and systems for communicating, estimating, detecting, modulating, and other processing of signals are interspersed throughout the book. Hundreds of homework problems are included and the book is ideal for graduate students of electrical engineering and applied mathematics. It is also a useful reference for researchers in signal processing and communications.

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Produktdetails

• Verlag: Cambridge University Press
• Erscheinungstermin: 2. Dezember 2004
• Englisch
• ISBN-13: 9780511262210
• Artikelnr.: 38196523

Autorenporträt

Bob Gray was a Captain with the Arlington County Fire Department (ACFD) when he responded to the Pentagon on September 11, 2001. After fighting the fire and performing search and rescue work, he was assigned as a technical rescue team (TRT) and collapse team leader.Shortly after retiring and moving to Texas, Bob suffered a significant fall which resulted in a severe traumatic brain injury; doctors' prognoses for recovery were not promising. Against all odds, Bob overcame several medical setbacks and has returned to a full and active life.From these experiences, Bob works to help and encourage others who are facing challenges. He shares his story, struggles, and triumphs with first responders, veteran groups, and other organizations. In addition, he continues to provide proactive training to deal with trauma to first-responder organizations. In his spare time, he enjoys cycling, cooking, spending time at White Rock Lake, and relaxing with his family.To visit Bob's Facebook, Instagram or LinkedIn pages open linktr.ee/rtgray105

Inhaltsangabe

Preface
1. Introduction
2. Probability
3. Random objects
4. Expectation and averages
5. Second-order theory
6. A menagerie of processes
Appendices.