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Signals, Systems and Inference
Special Price 66,70 € Regular Price 74,10 €
SKU
9781292156200
A text structure that is highly organised and easy to navigate
- The text is divided into four major parts:
- Chapters 1-3 present a review of the assumed prerequisite notions in signals and systems, and apply these to digital communication by pulse amplitude modulation.
- Chapters 4-6 treat space-state models,
- concentrating on the single-input single-output LTI case;
- introducing the idea of model-based inference;
- examining associated feedback control strategies.
- Chapters 7-9 provide a review of assumed prerequisites in probability, including estimation and hypothesis testing for static random variables.
- Chapters 10-13 explore wide-sense stationary random signals and their processing by LTI systems for various applications.
- The properties and interpretations of correlation functions and power spectral densities are developed in Chapters 10-11,and used in the remaining chapters to study canonical inference problems in signal estimation and signal detection.
- Chapter 12 focuses on Wiener filtering, or linear minimum mean square error signal estimation.
- Chapter 13 emphasises signal detection problems for which the optimum solutions involve matched filtering.
Thorough and interesting chapters full of information
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An exploration of fundamental material in an interesting and engaging manner.
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Further Reading sections at the end of each chapter help students gain further knowledge of the subject matter.
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Basic, Advanced, and Extension problems that review chapter material and ask the students to test and apply their knowledge of the subject.
A flexible approach to a broad course of study
- Since there is more material in this text than can comfortably be taught in a one-semester course, the text allows for different routes of instruction that emphasise various paths of study.
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Chapters 4-6 can be omitted or only briefly addressed in courses oriented towards communication and signal processing.
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Chapters 3, 9 and 13 can be considered optional for courses with more of a control orientation.
ISBN | 9781292156200 |
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Língua | Inglês |
Autor | Alan V Oppenheim George C. Verghese |
Editora | Pearson |
Data de publicação | 2018 |
Páginas | 608 |