All readings are from Signals, Systems and Inference [SSI] unless otherwise noted.
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Hardcover:
Oppenheim, Alan, and George Verghese. Signals, Systems and Inference. Pearson, 2015. ISBN: 9180133943283 -
Softcover: Oppenheim, Alan, and George Verghese. Signals, Systems and Inference. Pearson, 2017. ISBN: 9781292156200
| Topic | Reading |
|---|---|
| Signals & Systems in Time & Frequency |
[SSI] Sections 1.1–1.3 Refamiliarize yourself with Chapters 1, 2, 4–7, 9 of Signals and Systems
What You Need to Know about Bandlimited Signals for 6.011 (PDF) |
| State-Space Models | [SSI] Sections 1.5.1, 1.5.2, 4 (all), and 5.1–5.2 |
| Modal Solutions of LTI Systems |
[SSI] Sections 5.1–5.3 |
| Reachability and Observability, Transfer Functions, Hidden Modes, Observers |
[SSI] Finish chapter 5 [SSI] Sections 6.1–6.2 |
| Probablistic Models, Random Variabls | [SSI] Chapters 7 and 8 |
| MMSE and LMMSE Estimation | [SSI] Finish sections 8.1–8.3.1 |
| WSS Processes | [SSI] Chapter 10 |
| LTI Filtering of WSS Processes, Power Spectral Density | [SSI] Sections 12.1–12.4 |
| Wiener Filtering | [SSI] Finish sections 12.1–12.4 |
| Hypothesis Testing | [SSI] Sections 9.2–9.31 |
| Signal Detection | [SSI] Chapter 13 |