Syllabus and Course Calendar
Syllabus and Course Policies
Course calendar (last updated 19 May 2020) [.pdf]
Readings and Prob Sets
| Module/Readings/pptx |
Problem Sets and Resources |
Due Date |
| Introduction to Applied Signal Processing
Intro to Signal Processing [.pptx] |
Smart as a Rock (event detection) [.pdf] UPDATED: 1.39pm 29 Apr 2020 |
30 Apr (Thurs), 5pm |
| Event Detection
Gaussian Stats Refresher [.pdf]
Kaiser-Teager Energy Transform [.pdf]
Boudraa 2008 TK operator applications [.pdf] |
Straight from the Heart: ECG analysis [.pdf] |
01 May (Fri) 5pm
|
| Digital Filters: DFT, Convolution, Z-transform and FIR filter response
Digital Frequency: What the heck is it anyway? [.pdf]
Discrete Fourier Transform [.pdf] (updated 1.11pm 04 May 2020)
Z transform and Digital Filter Transfer functions [.pdf] (updated 08 May)
Digital Filters: Transfer Function [.pptx] |
Convolution Solution: Intro to Digital Filters [.pdf]
Step Right Up: Step Counting with Accelerometer Data [.pdf]
Z-best: Digital Filters in the z-domain |
04 May (Mon) 9am
07 May (Thurs) 5pm
08 May (Fri) 9am |
| Wavelet Transforms
LIGO Gravity Waves: Background info and the signal processing problem [.pptx]
LIGO First Gravity Wave Event Detection [.pdf]
Abbott et al, Phys Rev Let2016: Observation of Gravitational Waves [.pdf]
Polikar, DWT introduction [.pdf]
CWT vs. FFT in brief [.pptx]
DWT: data compression [.pptx] |
LIGO gravity waves [.pdf]
Data compression and denoising (earthquake, audio, ecg) [.pdf] |
14 May (Thurs) 5pm
18 May (Mon) 9am |
| Blind Source Separation
Belouchrani et al, (1997) IEEE Trans. Sig Proc. SOBI paper [.pdf]
Erickson et al (2009), IEEE Trans Biomed Engn, [.pdf]
Intro to Blind Source Separation applied to GI electrical activity [.pptx] (updated 08 May 2020, 12.11pm) |
Localizing Cyclic Colon Motor Patterns [.pdf] |
19 May (Tues) 5pm |
| Choose your own adventure–Final Project! |
Final Project Report Guidelines [.pdf] |
22 May (Fri) noon |
Other recommended resources
- Smith DSP book (great intro resource, easy to understand big picture concepts)
- Swarthmore Fourier Examples (props to Dr. Eric Cheever for beautiful interactive graphics)
- IEEE Signal Processing Society