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An Integrative Approach to Signals, Systems and Inference
Signals, Systems and Inference is a comprehensive text that builds on introductory courses in time- and frequency-domain analysis of signals and systems, and in probability. Directed primarily to upper-level undergraduates and beginning graduate students in engineering and applied science branches, this new textbook pioneers a novel course of study. Instead of the usual leap from broad introductory subjects to highly specialized advanced subjects, this engaging and inclusive text creates a study track for a transitional course. Properties and representations of deterministic signals and systems are reviewed and elaborated on, including group delay and the structure and behavior of state-space models.
Language: English
ISBN-10: 0133943283
ISBN-13: 978-0133943283
ISBN-13: 9780133943283
Author: Alan V. Oppenheim, George C. Verghese
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Table of content:
1. Signals and Systems
2. Amplitude, Phase, and Group Delay
3. Pulse-Amplitude Modulation
4. State-Space Models
5. LTI State-Space Models
6. State Observers and State Feedback
7. Probabilistic Models
8. Estimation
9. Hypothesis Testing
10. Random Processes
11. Power Spectral Density
12. Signal Estimation
13. Signal Detection
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