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| Random Processes in Systems -- Electrical Engineering (EL ENG) 226A [4 units] | ||||
| Course Format: Three hours of lecture and one hour of discussion per week. | ||||
| Prerequisites: 120 and Statistics 200A or equivalent. | ||||
| Formerly 226 | ||||
| Description: Probability, random variables and their convergence, random processes. Filtering of wide sense stationary processes, spectral density, Wiener and Kalman filters. Markov processes and Markov chains. Gaussian, birth and death, poisson and shot noise processes. Elementary queueing analysis. Detection of signals in Gaussian and shot noise, elementary parameter estimation. | ||||
| (F) Anantharam |
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