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  <title><![CDATA[Ph.D. Proposal Oral Exam - Muhammad Zia]]></title>
  <body><![CDATA[<p><strong>Title:&nbsp; </strong><em>Analyzing the Performance of Millimeter-Wave Cellular Networks with SNR-Dependent Beam Alignment Errors</em></p>

<p><strong>Committee:&nbsp; </strong></p>

<p>Dr. Weitnauer, Advisor</p>

<p>Dr. Blough, Co-Advisor&nbsp;</p>

<p>Dr. Stuber, Chair</p>

<p>Dr. Barry</p>

<p><strong>Abstract: </strong>The objective of the proposed research is to model the effect of beam alignment&nbsp;errors arising due to inaccurate channel estimation and analyze the impact on the system-level&nbsp;performance of a directional millimeter-wave (mm-wave) cellular network. Specifically, by modeling&nbsp;the variance of the beam alignment errors using the Cramer-Rao lower bound (CRLB) of&nbsp;angle-of-arrival (AoA) estimates and utilizing stochastic geometric techniques, this research aims to quantify&nbsp;the loss in the achievable signal-to-noise ratio (SNR) and rate coverage of the network. The overall research&nbsp;is divided into three phases: 1) Modeling and analysis of a mm-wave only network with&nbsp;single-user beamforming at the BS and an isotropic antenna at the user, 2) Extension to a&nbsp;multi-user (MU) multiple-input multiple-output (MIMO) scenario, and 3) Extension to&nbsp;a heterogeneous network consisting of sub-6 GHz and mm-wave BSs.</p>
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