Experiments: Statistical Digital Signal Processing

2023-11 to 2023-12.

Requirement of simulation report

1. Necessary theoretical derivations and explanations.

2. Necessary explanations and analyses of the simulation results including but not limited to the following.

   • labels of axes
   • trend of corresponding simulation curves
   • comparison between methods
   • new discoveries of property, principle, and conclusion

Problems of estimations of signal parameters

1. Sinusoidal frequency estimation and Cramér–Rao lower bound

   Textbook: Example 3.5, Page 36.

2. Sinusoidal amplitude estimation and best linear unbiased estimator

3. DC level estimation and maximum likelihood estimator

   Textbook: Example 7.5, Page 164. (Not exact)

4. DC level estimation and recursive least squares

   Textbook: Figure 8.9, Page 247. (Not exact)

/assets/author.yaml example

name: 叶文洁
id: 18904138
class_id: 647