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ECSE-6550: Stochastic Processes Comm/ctrl
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<meta property="og:description" content="Review of measure and integration theory, elements of probability, random variables, conditional probability, and expectations. Stochastic processes, stationarity, and ergodicity. Gaussian processes and Brownian motion, the Poisson process. Markov processes, wide-sense stationary processes, spectral representations, linear prediction and filtering. Stochastic integrals and differential equations, white noise and the stochastic calculus, the Fokker-Planck equation, diffusion processes, recursive filtering and estimation, evaluation of likelihood ratios. Applications in communication, information processing, and control.">
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<h1 id="name">
Stochastic Processes Comm/ctrl
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<h2 id="code">
ECSE-6550
</h2>
<p>
Review of measure and integration theory, elements of probability, random variables, conditional probability, and expectations. Stochastic processes, stationarity, and ergodicity. Gaussian processes and Brownian motion, the Poisson process. Markov processes, wide-sense stationary processes, spectral representations, linear prediction and filtering. Stochastic integrals and differential equations, white noise and the stochastic calculus, the Fokker-Planck equation, diffusion processes, recursive filtering and estimation, evaluation of likelihood ratios. Applications in communication, information processing, and control.
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3 credits
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none
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<th class="spring season-label">Spring</th>
<th class="summer season-label" colspan="2">Summer</th>
<th class="fall season-label">Fall</th>
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<th colspan="2"></th>
<th class="summer2 midsum-label">(Session 1)</th>
<th class="summer3 midsum-label">(Session 2)</th>
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<tbody>
<tr>
<th class="year">2024</th>
<td class="term spring not-offered">
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<td colspan="2" class="term summer not-offered">
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<th class="year">2023</th>
<td class="term spring not-offered">
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<td colspan="2" class="term summer not-offered">
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<th class="year">2022</th>
<td class="term spring not-offered">
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<th class="year">2021</th>
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<th class="year">2020</th>
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<th class="year">2019</th>
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<th class="year">2018</th>
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<th class="year">2017</th>
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<th class="year">2016</th>
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<th class="year">2015</th>
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<th class="year">2014</th>
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<th class="year">2013</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201301&subj_in=ECSE&crse_in=6550&schd_in=">Stochastic Processes Comm/ctrl (3c)</a>
</span>
<ul class="prof-list">
<li>John W Woods</li>
</ul>
<span class="course-capacity">
Seats Taken: 3/20
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
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<th class="year">2012</th>
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<th class="year">2011</th>
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<th class="year">2010</th>
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<th class="year">2009</th>
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<th class="year">2008</th>
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<th class="year">2007</th>
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<th class="year">2006</th>
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<td class="term fall not-offered">
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<th class="year">2005</th>
<td class="term spring not-offered">
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<th class="year">2004</th>
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<th class="year">2003</th>
<td class="term spring not-offered">
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<th class="year">2002</th>
<td class="term spring not-offered">
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<td class="term fall not-offered">
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<th class="year">2001</th>
<td class="term spring not-offered">
</td>
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<td class="term fall not-offered">
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<th class="year">2000</th>
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<th class="year">1999</th>
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<th class="year">1998</th>
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