https://github.com/kirlf/csp-modeling
Tasks for "The Mathematical Modeling of Devices and Systems" subject practice (GRIAT)
https://github.com/kirlf/csp-modeling
Last synced: 6 months ago
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Tasks for "The Mathematical Modeling of Devices and Systems" subject practice (GRIAT)
- Host: GitHub
- URL: https://github.com/kirlf/csp-modeling
- Owner: kirlf
- Created: 2020-08-27T07:27:08.000Z (over 4 years ago)
- Default Branch: master
- Last Pushed: 2023-05-13T10:57:33.000Z (about 2 years ago)
- Last Synced: 2023-05-13T11:25:42.558Z (about 2 years ago)
- Language: Jupyter Notebook
- Size: 955 KB
- Stars: 2
- Watchers: 0
- Forks: 4
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# The Mathematical Modeling of Devices and Systems (practice)
### M.Sc. Vladimir Fadeev
#### Kazan, 2020
### Student projects
- [LDPC codes decocoder in C++](https://github.com/kirlf/csp-modeling/blob/master/ldpc/cpp/spa.cpp) by [AInur Ziganshin](https://github.com/AinurZiga) (based on [LDPC codes tutorial (Jupyter)](https://nbviewer.org/github/kirlf/csp-modeling/blob/master/ldpc/ldpc.ipynb))
- [Poisson process approximation](https://github.com/kirlf/csp-modeling/blob/master/deprecated/python_task_2020.md) (group project, winter 2020)
- [Rayleight and Rician channel modelling (Python)](https://github.com/kirlf/csp-modeling/blob/master/channel_modelling.ipynb) by [Cherniavskiy Dmitriy](https://github.com/ChernD)
- [Mobile network KPI clustering (Python)](https://github.com/kirlf/csp-modeling/blob/master/data_analysis.ipynb) by [Timur Galiev](https://github.com/timurgaliev27)
- [Mobile network timeseries KPI forecasting (Python)](https://github.com/kirlf/csp-modeling/blob/master/timeseries_forecasting.ipynb) by [Aleksandr Maslov](https://github.com/AlexMaslik) (based on [this repository](https://github.com/kirlf/lte-kpi-ts-forecasting) and [this dataset](https://www.kaggle.com/datasets/vladimirfadeev/lte-technical-kpis))
### Suggested literature
1. Salehi, M., and J. Proakis. "Digital communications." McGraw-Hill Education 31 (2007): 32.
2. Haykin, Simon S. Digital communications. New York: Wiley, 1988.
3. Goldsmith, Andrea. [Wireless communications.](http://wsl.stanford.edu/~andrea/Wireless/Book.pdf) Cambridge university press, 2005.
4. Sklar, Bernard. Digital communications: fundamentals and applications. 2001.