Week 1:
Overview of digital signal processing and its applications
Review of basic signal processing concepts
Week 2:
Basic Vector Space in Signal Processing
Week 3:
All-pass, Minimum-phase systems, Group delay
Filter structures
Week 4:
Multichannel sampling
Week 5-6:
Digital rate conversion
Digital filter banks
Midterm 1
Week 7:
Time-frequency analysis: Window Fourier transform
Week 8-9:
Wavelet transform
Week 10:
Linear predictive modeling
Midterm 2
Week 11:
ARMA processes
Week 12-13:
Adaptive filters
Week 14:
Fall break
Week 15-16:
Principal component analysis (PCA)
Independent component analysis (ICA)
Cannonical component analysis (CCA)
Application examples
Final Exam