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prob_antennas.tex
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prob_antennas.tex
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\documentclass[11pt]{article}
\usepackage{fullpage}
\usepackage{amsmath, amssymb, bm, cite, epsfig, psfrag}
\usepackage{graphicx}
\usepackage{float}
\usepackage{amsthm}
\usepackage{amsfonts}
\usepackage{listings}
\usepackage{cite}
\usepackage{hyperref}
\usepackage{tikz}
\usepackage{enumitem}
\usepackage{siunitx}
\usetikzlibrary{shapes,arrows}
\usepackage{mdframed}
\usepackage{mcode}
%\usetikzlibrary{dsp,chains}
%\restylefloat{figure}
%\theoremstyle{plain} \newtheorem{theorem}{Theorem}
%\theoremstyle{definition} \newtheorem{definition}{Definition}
\def\del{\partial}
\def\ds{\displaystyle}
\def\ts{\textstyle}
\def\beq{\begin{equation}}
\def\eeq{\end{equation}}
\def\beqa{\begin{eqnarray}}
\def\eeqa{\end{eqnarray}}
\def\beqan{\begin{eqnarray*}}
\def\eeqan{\end{eqnarray*}}
\def\nn{\nonumber}
\def\binomial{\mathop{\mathrm{binomial}}}
\def\half{{\ts\frac{1}{2}}}
\def\Half{{\frac{1}{2}}}
\def\N{{\mathbb{N}}}
\def\Z{{\mathbb{Z}}}
\def\Q{{\mathbb{Q}}}
\def\R{{\mathbb{R}}}
\def\C{{\mathbb{C}}}
\def\argmin{\mathop{\mathrm{arg\,min}}}
\def\argmax{\mathop{\mathrm{arg\,max}}}
%\def\span{\mathop{\mathrm{span}}}
\def\diag{\mathop{\mathrm{diag}}}
\def\x{\times}
\def\limn{\lim_{n \rightarrow \infty}}
\def\liminfn{\liminf_{n \rightarrow \infty}}
\def\limsupn{\limsup_{n \rightarrow \infty}}
\def\GV{Guo and Verd{\'u}}
\def\MID{\,|\,}
\def\MIDD{\,;\,}
\newtheorem{proposition}{Proposition}
\newtheorem{definition}{Definition}
\newtheorem{theorem}{Theorem}
\newtheorem{lemma}{Lemma}
\newtheorem{corollary}{Corollary}
\newtheorem{assumption}{Assumption}
\newtheorem{claim}{Claim}
\def\qed{\mbox{} \hfill $\Box$}
\setlength{\unitlength}{1mm}
\def\bhat{\widehat{b}}
\def\ehat{\widehat{e}}
\def\phat{\widehat{p}}
\def\qhat{\widehat{q}}
\def\rhat{\widehat{r}}
\def\shat{\widehat{s}}
\def\uhat{\widehat{u}}
\def\ubar{\overline{u}}
\def\vhat{\widehat{v}}
\def\xhat{\widehat{x}}
\def\xbar{\overline{x}}
\def\zhat{\widehat{z}}
\def\zbar{\overline{z}}
\def\la{\leftarrow}
\def\ra{\rightarrow}
\def\MSE{\mbox{\small \sffamily MSE}}
\def\SNR{\mbox{\small \sffamily SNR}}
\def\SINR{\mbox{\small \sffamily SINR}}
\def\arr{\rightarrow}
\def\Exp{\mathbb{E}}
\def\var{\mbox{var}}
\def\Tr{\mbox{Tr}}
\def\tm1{t\! - \! 1}
\def\tp1{t\! + \! 1}
\def\Xset{{\cal X}}
\newcommand{\one}{\mathbf{1}}
\newcommand{\abf}{\mathbf{a}}
\newcommand{\bbf}{\mathbf{b}}
\newcommand{\dbf}{\mathbf{d}}
\newcommand{\ebf}{\mathbf{e}}
\newcommand{\gbf}{\mathbf{g}}
\newcommand{\hbf}{\mathbf{h}}
\newcommand{\pbf}{\mathbf{p}}
\newcommand{\pbfhat}{\widehat{\mathbf{p}}}
\newcommand{\qbf}{\mathbf{q}}
\newcommand{\qbfhat}{\widehat{\mathbf{q}}}
\newcommand{\rbf}{\mathbf{r}}
\newcommand{\rbfhat}{\widehat{\mathbf{r}}}
\newcommand{\sbf}{\mathbf{s}}
\newcommand{\sbfhat}{\widehat{\mathbf{s}}}
\newcommand{\ubf}{\mathbf{u}}
\newcommand{\ubfhat}{\widehat{\mathbf{u}}}
\newcommand{\utildebf}{\tilde{\mathbf{u}}}
\newcommand{\vbf}{\mathbf{v}}
\newcommand{\vbfhat}{\widehat{\mathbf{v}}}
\newcommand{\wbf}{\mathbf{w}}
\newcommand{\wbfhat}{\widehat{\mathbf{w}}}
\newcommand{\xbf}{\mathbf{x}}
\newcommand{\xbfhat}{\widehat{\mathbf{x}}}
\newcommand{\xbfbar}{\overline{\mathbf{x}}}
\newcommand{\ybf}{\mathbf{y}}
\newcommand{\zbf}{\mathbf{z}}
\newcommand{\zbfbar}{\overline{\mathbf{z}}}
\newcommand{\zbfhat}{\widehat{\mathbf{z}}}
\newcommand{\Ahat}{\widehat{A}}
\newcommand{\Abf}{\mathbf{A}}
\newcommand{\Bbf}{\mathbf{B}}
\newcommand{\Cbf}{\mathbf{C}}
\newcommand{\Bbfhat}{\widehat{\mathbf{B}}}
\newcommand{\Dbf}{\mathbf{D}}
\newcommand{\Ebf}{\mathbf{E}}
\newcommand{\Gbf}{\mathbf{G}}
\newcommand{\Hbf}{\mathbf{H}}
\newcommand{\Kbf}{\mathbf{K}}
\newcommand{\Pbf}{\mathbf{P}}
\newcommand{\Phat}{\widehat{P}}
\newcommand{\Qbf}{\mathbf{Q}}
\newcommand{\Rbf}{\mathbf{R}}
\newcommand{\Rhat}{\widehat{R}}
\newcommand{\Sbf}{\mathbf{S}}
\newcommand{\Ubf}{\mathbf{U}}
\newcommand{\Vbf}{\mathbf{V}}
\newcommand{\Wbf}{\mathbf{W}}
\newcommand{\Xhat}{\widehat{X}}
\newcommand{\Xbf}{\mathbf{X}}
\newcommand{\Ybf}{\mathbf{Y}}
\newcommand{\Zbf}{\mathbf{Z}}
\newcommand{\Zhat}{\widehat{Z}}
\newcommand{\Zbfhat}{\widehat{\mathbf{Z}}}
\def\alphabf{{\boldsymbol \alpha}}
\def\betabf{{\boldsymbol \beta}}
\def\mubf{{\boldsymbol \mu}}
\def\lambdabf{{\boldsymbol \lambda}}
\def\etabf{{\boldsymbol \eta}}
\def\xibf{{\boldsymbol \xi}}
\def\taubf{{\boldsymbol \tau}}
\def\sigmahat{{\widehat{\sigma}}}
\def\thetabf{{\bm{\theta}}}
\def\thetabfhat{{\widehat{\bm{\theta}}}}
\def\thetahat{{\widehat{\theta}}}
\def\mubar{\overline{\mu}}
\def\muavg{\mu}
\def\sigbf{\bm{\sigma}}
\def\etal{\emph{et al.}}
\def\Ggothic{\mathfrak{G}}
\def\Pset{{\mathcal P}}
\newcommand{\bigCond}[2]{\bigl({#1} \!\bigm\vert\! {#2} \bigr)}
\newcommand{\BigCond}[2]{\Bigl({#1} \!\Bigm\vert\! {#2} \Bigr)}
\def\Rect{\mathop{Rect}}
\def\sinc{\mathop{sinc}}
\def\Real{\mathrm{Re}}
\def\Imag{\mathrm{Im}}
\newcommand{\tran}{^{\text{\sf T}}}
\newcommand{\herm}{^{\text{\sf H}}}
% Solution environment
\definecolor{lightgray}{gray}{0.95}
\newmdenv[linecolor=white,backgroundcolor=lightgray,frametitle=Solution:]{solution}
\begin{document}
\title{Problems: Antennas and Free-Space Propagation\\
EL-GY 6023. Wireless Communications}
\author{Prof.\ Sundeep Rangan}
\date{}
\maketitle
In all the problems below, unless specified otherwise, $\phi$ is the
azimuth angle and $\theta$ is elevation angle.
\begin{enumerate}
\item \emph{EM wave}: Suppose an EM plane wave has an E-field
\[
\Ebf(x,y,z,t) = E_0 \ebf_y \cos(2\pi f t - kx).
\]
\begin{enumerate}[label=(\alph*)]
\item What is direction of motion?
\item If the average power flux density is $10^{-8}\, \si{mW/m^2}$, what is $E_0$?
Assume the characteristic impedance is $\eta_0 = \SI{377}{\ohm}$.
\item If the frequency is $f=$ \SI{1.5}{GHz}, what is $k$?
What are the units of $k$?
\end{enumerate}
\item \emph{dBm to linear conversions:}
\begin{enumerate}[label=(\alph*)]
\item Convert the following to mW: 17 dBm, -73 dBm, -97 dBW.
\item Convert the following to dBm: 250 mW, $8(10)^{-8}$ W, $5(10)^{-6}$ mW
\end{enumerate}
\item \emph{Spherical-cartesian conversions:} When a transmitter is at the origin,
its E-field in the far field can often be represented as,
\[
\Ebf = E_\theta \ebf_\theta + E_\phi \ebf_\phi,
\]
where $\ebf_\theta$ and $\ebf_\phi$ are the basis vectors in elevation and azimuth direction.
Complete the following MATLAB function that takes a $1\times 3$ position vector
\mcode{pos} and $n \times 1$ values of $E_\theta$ and $E_\phi$ and returns the
an $n \times 3$ matrix \mcode{E} representing the E-field values in cartesian coordinates.
You may use any built in MATLAB functions. Be careful whether the methods use degrees
or radians.
\begin{lstlisting}
function E = convert(Etheta, Ephi, pos)
\end{lstlisting}
\item \emph{Rotation matrices}: In wireless systems, we often need to consider antennas that
can be in arbitrary rotations. One way of specifying the orientation of an object
is through its so-called \emph{Euler} angles $(\alpha,\beta,\gamma)$ or
\emph{yaw, pitch} and \emph{roll}. Let $R(\alpha,\beta,\gamma)$ be the rotation matrix
for a given set of Euler angles. You can find the formulae for $R(\alpha,\beta,\gamma)$
in any reference such as wikipedia.
\begin{enumerate}[label=(\alph*)]
% \item Write a simple MATLAB function
% as follows that computes the rotation matrix given the Euler angles in degrees.
%\begin{lstlisting}
% function rot = rotMatrix(yaw,pitch,roll)
%\end{lstlisting}
\item Given elevation and azimuth angles $(\theta,\phi)$ find $(\alpha,\beta,\gamma)$
with $\gamma=0$ that rotates the $x$-axis to point in $(\theta,\phi)$.
\item Is $R(\alpha,0,0)^{-1} = R(-\alpha,0,0)$? Explain.
\item Is $R(\alpha,\beta,0)^{-1} = R(-\alpha,-\beta,0)$? Explain.
\end{enumerate}
\item \emph{Angular areas:} Find the angular area in steradians of
following sets of angles where $\phi$ is the azimuth angle and $\theta$ is the elevation angles
in degrees:
\begin{enumerate}[label=(\alph*)]
\item $A_1 = \left\{ (\phi,\theta) ~ | ~ \phi \in [-\ang{30},\ang{30}],~ \theta \in [-\ang{90},\ang{90}]\right\}$
\item $A_2 = \left\{ (\phi,\theta) ~|~ \phi \in [-\ang{30},\ang{30}],~ \theta \in [-\ang{45},\ang{45}]\right\}$
\end{enumerate}
\item \emph{Directivity:} Suppose an antenna radiates power uniformly in
the angular beam $\phi \in [-\ang{30},\ang{30}]$, and $\theta \in [-\ang{45},\ang{45}]$,
and radiates no power at other angles. What is the maximum directivity of the antenna in dBi?
You can use the results from the previous problem.
\item \emph{Radiation intensity:} A \SI{170}{cm} $\times$ \SI{40}{cm} object
(roughly the size of a human) is \SI{800}{m} from a base station.
If the base station antenna transmits \SI{250}{mW} isotropically, how much power
reaches the human? Use reasonable approximations that the human is far from the
transmitter.
\item \emph{Radiation integration:} Suppose the radiation intensity is
\[
U(\phi,\theta) = A\cos^2(\theta), \quad A = 10\,\si{mW/sr},
\]
where $(\phi,\theta)$ are the azimuth and elevation angles.
find the total radiated power in dBm and maximum directivity in dBi.
You can look up any integrals you need.
\item \emph{Numerically integrating patterns:}
Suppose we are given the radiation intensity $U(\theta,\phi)$ at discrete points,
$(\theta_i,\phi_j)$ where
$\theta_i$, $i=1,\ldots,M$ is uniformly spaced on $[-\pi/2,\pi/2]$
and $\phi_j$, $j=1,\ldots,N$ is uniformly spaced on $[-\pi,\pi]$.
Assume $(\theta, \phi)$ are elevation and azimuth angles. Write a short MATLAB function
to compute the radiated power $P_{\rm rad}$ and directivity $D(\theta_i,\phi_j)$
from a matrix of values $U(\theta_i,\phi_j)$.
\item \emph{Friis' Law}: A transmitter radiates \SI{15}{dBm} at a carrier $f_c =$ \SI{2.1}{GHz}
with a directional gain of $G_t = 9$\,\si{dBi}.
Suppose the receiver is $d =$ \SI{200}{m} from the transmitter and the path is free space.
What is the received power in dBm if:
\begin{enumerate}[label=(\alph*)]
\item The effective received aperture is \SI{1}{cm^2}.
\item The receiver gain is $G_r =$ \SI{5}{dBi}.
\end{enumerate}
\end{enumerate}
\end{document}