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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