https://wiki.devclub.in/index.php?action=history&feed=atom&title=ELL711ELL711 - Revision history2026-04-09T07:49:22ZRevision history for this page on the wikiMediaWiki 1.45.1https://wiki.devclub.in/index.php?title=ELL711&diff=804&oldid=prevPrashantt492: Creating course page via bot2026-03-04T10:03:06Z<p>Creating course page via bot</p>
<p><b>New page</b></p><div>{{Infobox Course<br />
| code = ELL711<br />
| name = Signal Theory<br />
| credits = 3<br />
| credit_structure = 3-0-0<br />
| pre_requisites = ELL205, ELL311<br />
| overlaps = <br />
}}<br />
<br />
== ELL711 : Signal Theory ==<br />
Discrete random variables (Bernoulli, binomial, Poisson, geometric, negative binomial, etc.) and their properties like PDF, CDF, MGF. Continuous random variables: Gaussian, multivariate Gaussian; whitening of the Gaussian random vector; complex Gaussian random vector, circularity; Rayleigh and Rician; exponential; chi-squared; gamma. Signal spaces: convergence and continuity; linear spaces, inner product spaces; basis, Gram-Scmidt orthogonalization. Stochastic convergence, law of large numbers, central limit theorem. Random processes: stationarity; mean, correlation, and covariance functions, WSS random process; autocorrelation and cross-correlation functions; transmission of a random process through a linear filter; power spectral density; white random process; Gaussian process; Poisson process.</div>Prashantt492