Lab Assignment 1: Sampling and quantization |
- Aliasing
- Baseband and bandpass sampling
- Quantization noise
- Converter overload
- Spurious-free dynamic range
- Sampling jitter |
Chapter 2: Statistical Signal Processing
|
- Parameter estimation: framework and estimators
- Least Squares and Minimum Mean Squared Error problems
- Power spectral density estimation: Welch's periodogram |
Chapter 3: Multirate Processing and Filter Banks |
- Sampling rate conversion: decimation, interpolation, multirate filters
- Filter Banks: framework, classes. The DFT as a filter bank. Wavelet transform and application to image coding.
- Efficient implementation: polyphase decomposition. Filter banks as transmultiplexers. |
Final Project |
- The student will develop the design of a signal processing system involving several aspects covered during the course, and meeting a series of specifications/requirements. |