https://github.com/ydx-2147483647/statistical-dsp
实验：随机数字信号处理。
https://github.com/ydx-2147483647/statistical-dsp
beijing-institute-of-technology homework mathematica report statistics
Last synced: 4 months ago
JSON representation
实验：随机数字信号处理。
- Host: GitHub
- URL: https://github.com/ydx-2147483647/statistical-dsp
- Owner: YDX-2147483647
- Created: 2023-12-09T08:31:42.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2023-12-10T06:25:34.000Z (over 2 years ago)
- Last Synced: 2025-10-10T11:02:33.260Z (9 months ago)
- Topics: beijing-institute-of-technology, homework, mathematica, report, statistics
- Language: Typst
- Homepage:
- Size: 213 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# 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
```yaml
name: 叶文洁
id: 18904138
class_id: 647
```