Random Number Generator, Modelling of Satellite & Communication Channel - IT Assignment Help

Assignment Task

Modelling
1. Modelling of satellite / mobile / radar communication channel
2. Sentiment analysis on data on movie / mobile reviews or any other data and do statistical analysis
3. Correlation between images / data
4. Reliability analysis of any device or component
5. Plot of Noise power density spectrum
6. Perform maximum likelihood estimate of a data (temperature / pressure/ any clinical data)
7. Perform minimum mean square error estimate of a data
8. Plot Channel capacity as a function of noise and note down the observations
9. Measuring entropy of information in wireless communication
10. Modelling lifetime of a device
11. Modelling arrival rate of a vehicle / packets in computer network
12. Application of statistics in optical fiber communication
13. Modelling success rate of an event
14. Probability estimates of extreme temperature
15. Statistics for clinical diagnosis
16. internet traffic analysis / networking
17. Application of Bayes theorem in any field
18. Probability of attacks in cybersecurity / internet security / home security
19. Application of Binomial / Poisson / normal distribution to analyze an event.
20. Quantify the randomness of the numbers generated by random number generator (widely used in generating keys in encryption)
21. Design of interleaver (which shuffles the input data randomly) and quantify the relation between input and output of interleaver with statistical measures such as entropy, correlation coefficient between input and output

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