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notebook.tex
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% Default to the notebook output style
% Inherit from the specified cell style.
\documentclass[11pt]{article}
\usepackage[T1]{fontenc}
% Nicer default font (+ math font) than Computer Modern for most use cases
\usepackage{mathpazo}
% Basic figure setup, for now with no caption control since it's done
% automatically by Pandoc (which extracts  syntax from Markdown).
\usepackage{graphicx}
% We will generate all images so they have a width \maxwidth. This means
% that they will get their normal width if they fit onto the page, but
% are scaled down if they would overflow the margins.
\makeatletter
\def\maxwidth{\ifdim\Gin@nat@width>\linewidth\linewidth
\else\Gin@nat@width\fi}
\makeatother
\let\Oldincludegraphics\includegraphics
% Set max figure width to be 80% of text width, for now hardcoded.
\renewcommand{\includegraphics}[1]{\Oldincludegraphics[width=.8\maxwidth]{#1}}
% Ensure that by default, figures have no caption (until we provide a
% proper Figure object with a Caption API and a way to capture that
% in the conversion process - todo).
\usepackage{caption}
\DeclareCaptionLabelFormat{nolabel}{}
\captionsetup{labelformat=nolabel}
\usepackage{adjustbox} % Used to constrain images to a maximum size
\usepackage{xcolor} % Allow colors to be defined
\usepackage{enumerate} % Needed for markdown enumerations to work
\usepackage{geometry} % Used to adjust the document margins
\usepackage{amsmath} % Equations
\usepackage{amssymb} % Equations
\usepackage{textcomp} % defines textquotesingle
% Hack from http://tex.stackexchange.com/a/47451/13684:
\AtBeginDocument{%
\def\PYZsq{\textquotesingle}% Upright quotes in Pygmentized code
}
\usepackage{upquote} % Upright quotes for verbatim code
\usepackage{eurosym} % defines \euro
\usepackage[mathletters]{ucs} % Extended unicode (utf-8) support
\usepackage[utf8x]{inputenc} % Allow utf-8 characters in the tex document
\usepackage{fancyvrb} % verbatim replacement that allows latex
\usepackage{grffile} % extends the file name processing of package graphics
% to support a larger range
% The hyperref package gives us a pdf with properly built
% internal navigation ('pdf bookmarks' for the table of contents,
% internal cross-reference links, web links for URLs, etc.)
\usepackage{hyperref}
\usepackage{longtable} % longtable support required by pandoc >1.10
\usepackage{booktabs} % table support for pandoc > 1.12.2
\usepackage[inline]{enumitem} % IRkernel/repr support (it uses the enumerate* environment)
\usepackage[normalem]{ulem} % ulem is needed to support strikethroughs (\sout)
% normalem makes italics be italics, not underlines
% Colors for the hyperref package
\definecolor{urlcolor}{rgb}{0,.145,.698}
\definecolor{linkcolor}{rgb}{.71,0.21,0.01}
\definecolor{citecolor}{rgb}{.12,.54,.11}
% ANSI colors
\definecolor{ansi-black}{HTML}{3E424D}
\definecolor{ansi-black-intense}{HTML}{282C36}
\definecolor{ansi-red}{HTML}{E75C58}
\definecolor{ansi-red-intense}{HTML}{B22B31}
\definecolor{ansi-green}{HTML}{00A250}
\definecolor{ansi-green-intense}{HTML}{007427}
\definecolor{ansi-yellow}{HTML}{DDB62B}
\definecolor{ansi-yellow-intense}{HTML}{B27D12}
\definecolor{ansi-blue}{HTML}{208FFB}
\definecolor{ansi-blue-intense}{HTML}{0065CA}
\definecolor{ansi-magenta}{HTML}{D160C4}
\definecolor{ansi-magenta-intense}{HTML}{A03196}
\definecolor{ansi-cyan}{HTML}{60C6C8}
\definecolor{ansi-cyan-intense}{HTML}{258F8F}
\definecolor{ansi-white}{HTML}{C5C1B4}
\definecolor{ansi-white-intense}{HTML}{A1A6B2}
% commands and environments needed by pandoc snippets
% extracted from the output of `pandoc -s`
\providecommand{\tightlist}{%
\setlength{\itemsep}{0pt}\setlength{\parskip}{0pt}}
\DefineVerbatimEnvironment{Highlighting}{Verbatim}{commandchars=\\\{\}}
% Add ',fontsize=\small' for more characters per line
\newenvironment{Shaded}{}{}
\newcommand{\KeywordTok}[1]{\textcolor[rgb]{0.00,0.44,0.13}{\textbf{{#1}}}}
\newcommand{\DataTypeTok}[1]{\textcolor[rgb]{0.56,0.13,0.00}{{#1}}}
\newcommand{\DecValTok}[1]{\textcolor[rgb]{0.25,0.63,0.44}{{#1}}}
\newcommand{\BaseNTok}[1]{\textcolor[rgb]{0.25,0.63,0.44}{{#1}}}
\newcommand{\FloatTok}[1]{\textcolor[rgb]{0.25,0.63,0.44}{{#1}}}
\newcommand{\CharTok}[1]{\textcolor[rgb]{0.25,0.44,0.63}{{#1}}}
\newcommand{\StringTok}[1]{\textcolor[rgb]{0.25,0.44,0.63}{{#1}}}
\newcommand{\CommentTok}[1]{\textcolor[rgb]{0.38,0.63,0.69}{\textit{{#1}}}}
\newcommand{\OtherTok}[1]{\textcolor[rgb]{0.00,0.44,0.13}{{#1}}}
\newcommand{\AlertTok}[1]{\textcolor[rgb]{1.00,0.00,0.00}{\textbf{{#1}}}}
\newcommand{\FunctionTok}[1]{\textcolor[rgb]{0.02,0.16,0.49}{{#1}}}
\newcommand{\RegionMarkerTok}[1]{{#1}}
\newcommand{\ErrorTok}[1]{\textcolor[rgb]{1.00,0.00,0.00}{\textbf{{#1}}}}
\newcommand{\NormalTok}[1]{{#1}}
% Additional commands for more recent versions of Pandoc
\newcommand{\ConstantTok}[1]{\textcolor[rgb]{0.53,0.00,0.00}{{#1}}}
\newcommand{\SpecialCharTok}[1]{\textcolor[rgb]{0.25,0.44,0.63}{{#1}}}
\newcommand{\VerbatimStringTok}[1]{\textcolor[rgb]{0.25,0.44,0.63}{{#1}}}
\newcommand{\SpecialStringTok}[1]{\textcolor[rgb]{0.73,0.40,0.53}{{#1}}}
\newcommand{\ImportTok}[1]{{#1}}
\newcommand{\DocumentationTok}[1]{\textcolor[rgb]{0.73,0.13,0.13}{\textit{{#1}}}}
\newcommand{\AnnotationTok}[1]{\textcolor[rgb]{0.38,0.63,0.69}{\textbf{\textit{{#1}}}}}
\newcommand{\CommentVarTok}[1]{\textcolor[rgb]{0.38,0.63,0.69}{\textbf{\textit{{#1}}}}}
\newcommand{\VariableTok}[1]{\textcolor[rgb]{0.10,0.09,0.49}{{#1}}}
\newcommand{\ControlFlowTok}[1]{\textcolor[rgb]{0.00,0.44,0.13}{\textbf{{#1}}}}
\newcommand{\OperatorTok}[1]{\textcolor[rgb]{0.40,0.40,0.40}{{#1}}}
\newcommand{\BuiltInTok}[1]{{#1}}
\newcommand{\ExtensionTok}[1]{{#1}}
\newcommand{\PreprocessorTok}[1]{\textcolor[rgb]{0.74,0.48,0.00}{{#1}}}
\newcommand{\AttributeTok}[1]{\textcolor[rgb]{0.49,0.56,0.16}{{#1}}}
\newcommand{\InformationTok}[1]{\textcolor[rgb]{0.38,0.63,0.69}{\textbf{\textit{{#1}}}}}
\newcommand{\WarningTok}[1]{\textcolor[rgb]{0.38,0.63,0.69}{\textbf{\textit{{#1}}}}}
% Define a nice break command that doesn't care if a line doesn't already
% exist.
\def\br{\hspace*{\fill} \\* }
% Math Jax compatability definitions
\def\gt{>}
\def\lt{<}
% Document parameters
\title{Result Graphs}
% Pygments definitions
\makeatletter
\def\PY@reset{\let\PY@it=\relax \let\PY@bf=\relax%
\let\PY@ul=\relax \let\PY@tc=\relax%
\let\PY@bc=\relax \let\PY@ff=\relax}
\def\PY@tok#1{\csname PY@tok@#1\endcsname}
\def\PY@toks#1+{\ifx\relax#1\empty\else%
\PY@tok{#1}\expandafter\PY@toks\fi}
\def\PY@do#1{\PY@bc{\PY@tc{\PY@ul{%
\PY@it{\PY@bf{\PY@ff{#1}}}}}}}
\def\PY#1#2{\PY@reset\PY@toks#1+\relax+\PY@do{#2}}
\expandafter\def\csname PY@tok@vg\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.10,0.09,0.49}{##1}}}
\expandafter\def\csname PY@tok@ch\endcsname{\let\PY@it=\textit\def\PY@tc##1{\textcolor[rgb]{0.25,0.50,0.50}{##1}}}
\expandafter\def\csname PY@tok@bp\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
\expandafter\def\csname PY@tok@c\endcsname{\let\PY@it=\textit\def\PY@tc##1{\textcolor[rgb]{0.25,0.50,0.50}{##1}}}
\expandafter\def\csname PY@tok@mb\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
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\expandafter\def\csname PY@tok@ni\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.60,0.60,0.60}{##1}}}
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\expandafter\def\csname PY@tok@cs\endcsname{\let\PY@it=\textit\def\PY@tc##1{\textcolor[rgb]{0.25,0.50,0.50}{##1}}}
\expandafter\def\csname PY@tok@nl\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.63,0.63,0.00}{##1}}}
\expandafter\def\csname PY@tok@gs\endcsname{\let\PY@bf=\textbf}
\expandafter\def\csname PY@tok@se\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.73,0.40,0.13}{##1}}}
\expandafter\def\csname PY@tok@nn\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.00,0.00,1.00}{##1}}}
\expandafter\def\csname PY@tok@no\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.53,0.00,0.00}{##1}}}
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\expandafter\def\csname PY@tok@mi\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
\expandafter\def\csname PY@tok@cm\endcsname{\let\PY@it=\textit\def\PY@tc##1{\textcolor[rgb]{0.25,0.50,0.50}{##1}}}
\expandafter\def\csname PY@tok@o\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
\expandafter\def\csname PY@tok@nf\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.00,0.00,1.00}{##1}}}
\expandafter\def\csname PY@tok@dl\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
\expandafter\def\csname PY@tok@gd\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.63,0.00,0.00}{##1}}}
\expandafter\def\csname PY@tok@kr\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
\expandafter\def\csname PY@tok@sa\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
\expandafter\def\csname PY@tok@kd\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
\expandafter\def\csname PY@tok@s\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
\expandafter\def\csname PY@tok@k\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
\expandafter\def\csname PY@tok@gt\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.00,0.27,0.87}{##1}}}
\expandafter\def\csname PY@tok@ge\endcsname{\let\PY@it=\textit}
\expandafter\def\csname PY@tok@cpf\endcsname{\let\PY@it=\textit\def\PY@tc##1{\textcolor[rgb]{0.25,0.50,0.50}{##1}}}
\expandafter\def\csname PY@tok@cp\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.74,0.48,0.00}{##1}}}
\expandafter\def\csname PY@tok@mh\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
\expandafter\def\csname PY@tok@go\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.53,0.53,0.53}{##1}}}
\expandafter\def\csname PY@tok@s1\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
\expandafter\def\csname PY@tok@nc\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.00,0.00,1.00}{##1}}}
\expandafter\def\csname PY@tok@ss\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.10,0.09,0.49}{##1}}}
\expandafter\def\csname PY@tok@nt\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
\expandafter\def\csname PY@tok@err\endcsname{\def\PY@bc##1{\setlength{\fboxsep}{0pt}\fcolorbox[rgb]{1.00,0.00,0.00}{1,1,1}{\strut ##1}}}
\expandafter\def\csname PY@tok@nv\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.10,0.09,0.49}{##1}}}
\expandafter\def\csname PY@tok@fm\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.00,0.00,1.00}{##1}}}
\expandafter\def\csname PY@tok@kc\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
\expandafter\def\csname PY@tok@kn\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
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\expandafter\def\csname PY@tok@c1\endcsname{\let\PY@it=\textit\def\PY@tc##1{\textcolor[rgb]{0.25,0.50,0.50}{##1}}}
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\expandafter\def\csname PY@tok@gu\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.50,0.00,0.50}{##1}}}
\expandafter\def\csname PY@tok@vi\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.10,0.09,0.49}{##1}}}
\expandafter\def\csname PY@tok@na\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.49,0.56,0.16}{##1}}}
\expandafter\def\csname PY@tok@gp\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.00,0.00,0.50}{##1}}}
\expandafter\def\csname PY@tok@sx\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
\expandafter\def\csname PY@tok@gr\endcsname{\def\PY@tc##1{\textcolor[rgb]{1.00,0.00,0.00}{##1}}}
\expandafter\def\csname PY@tok@ow\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.67,0.13,1.00}{##1}}}
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\expandafter\def\csname PY@tok@ne\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.82,0.25,0.23}{##1}}}
\expandafter\def\csname PY@tok@gh\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.00,0.00,0.50}{##1}}}
\expandafter\def\csname PY@tok@mf\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.40,0.40,0.40}{##1}}}
\expandafter\def\csname PY@tok@vc\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.10,0.09,0.49}{##1}}}
\expandafter\def\csname PY@tok@sb\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
\expandafter\def\csname PY@tok@sc\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
\expandafter\def\csname PY@tok@kp\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.00,0.50,0.00}{##1}}}
\expandafter\def\csname PY@tok@si\endcsname{\let\PY@bf=\textbf\def\PY@tc##1{\textcolor[rgb]{0.73,0.40,0.53}{##1}}}
\expandafter\def\csname PY@tok@w\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.73,0.73,0.73}{##1}}}
\expandafter\def\csname PY@tok@gi\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.00,0.63,0.00}{##1}}}
\expandafter\def\csname PY@tok@sh\endcsname{\def\PY@tc##1{\textcolor[rgb]{0.73,0.13,0.13}{##1}}}
\def\PYZbs{\char`\\}
\def\PYZus{\char`\_}
\def\PYZob{\char`\{}
\def\PYZcb{\char`\}}
\def\PYZca{\char`\^}
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% for compatibility with earlier versions
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\def\PYZlb{[}
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% Exact colors from NB
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% Prevent overflowing lines due to hard-to-break entities
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% Setup hyperref package
\hypersetup{
breaklinks=true, % so long urls are correctly broken across lines
colorlinks=true,
urlcolor=urlcolor,
linkcolor=linkcolor,
citecolor=citecolor,
}
% Slightly bigger margins than the latex defaults
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\begin{document}
\maketitle
\hypertarget{comparing-flooding-protocols-in-a-wsn}{%
\subsection{Comparing Flooding protocols in a
WSN}\label{comparing-flooding-protocols-in-a-wsn}}
The sink of a WSN have to periodically (every 60s) distribute some data
to all the other nodes. Implement a flooding protocol to distribute such
data. Implement two version of the flooding protocol. A trivial version
in which each node simply reforward (in broadcast) the packet it
receives, and a more efficient version (similar to the CCBR protocol we
studied) in which each node waits for a random delay before reforwarding
and only reforwards (in broadcast) if during that delay no other node
reforwarded the same packet (opportunistic flooding).
Compare the two protocols in terms of:
\begin{enumerate}
\def\labelenumi{\arabic{enumi}.}
\tightlist
\item
The percentage of nodes that actually receive the flooded data
\item
The number of packets used to flood the network
\end{enumerate}
Perform the comparison under different conditions in terms of: total
number of nodes, distance among nodes, size of the data to distributed
(from 2 bytes up to 20 bytes).
\hypertarget{simulation-setup}{%
\subsection{Simulation Setup}\label{simulation-setup}}
We've divided the simulation into \textbf{three categories} by varying
only one of the three conditions stated above at a time while fixing the
other two. That way we have the following configurations: 1.
\textbf{Variable Packet Sizes} (fixed number of nodes and distance among
nodes); 2. \textbf{Variable Number of Nodes} (fixed packet sizes and
distance among nodes); 3. \textbf{Variable Distance} (fixed number of
nodes and packet sizes);
For each of these three configurations we compare the two protocols in
terms of \textbf{the percentage of nodes that actually received the
flooded data} and \textbf{the number of packet used to flood the
network}.
\begin{Verbatim}[commandchars=\\\{\}]
{\color{incolor}In [{\color{incolor}1}]:} \PY{k+kn}{import} \PY{n+nn}{matplotlib}\PY{n+nn}{.}\PY{n+nn}{pyplot} \PY{k}{as} \PY{n+nn}{plt}
\PY{n}{fig\PYZus{}width} \PY{o}{=} \PY{l+m+mi}{12}
\PY{n}{fig\PYZus{}height} \PY{o}{=} \PY{l+m+mi}{10}
\PY{k+kn}{import} \PY{n+nn}{seaborn} \PY{k}{as} \PY{n+nn}{sns}
\PY{n}{plt}\PY{o}{.}\PY{n}{style}\PY{o}{.}\PY{n}{use}\PY{p}{(}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{seaborn\PYZhy{}whitegrid}\PY{l+s+s1}{\PYZsq{}}\PY{p}{)}
\PY{k}{class} \PY{n+nc}{bcolors}\PY{p}{:}
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\PY{n}{OKGREEN} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+se}{\PYZbs{}033}\PY{l+s+s1}{[92m}\PY{l+s+s1}{\PYZsq{}}
\PY{n}{WARNING} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+se}{\PYZbs{}033}\PY{l+s+s1}{[93m}\PY{l+s+s1}{\PYZsq{}}
\PY{n}{FAIL} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+se}{\PYZbs{}033}\PY{l+s+s1}{[91m}\PY{l+s+s1}{\PYZsq{}}
\PY{n}{ENDC} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+se}{\PYZbs{}033}\PY{l+s+s1}{[0m}\PY{l+s+s1}{\PYZsq{}}
\PY{n}{BOLD} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+se}{\PYZbs{}033}\PY{l+s+s1}{[1m}\PY{l+s+s1}{\PYZsq{}}
\PY{n}{UNDERLINE} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+se}{\PYZbs{}033}\PY{l+s+s1}{[4m}\PY{l+s+s1}{\PYZsq{}}
\end{Verbatim}
\hypertarget{variable-packet-sizes}{%
\section{1. Variable Packet Sizes}\label{variable-packet-sizes}}
\begin{itemize}
\tightlist
\item
packet sizes = {[}2, \ldots{}, 20{]}
\item
number of nodes = 20
\item
distance = 25
\item
TX ratio = 80\%, RX ratio = 0\%
\item
topology:
\end{itemize}
\begin{Verbatim}[commandchars=\\\{\}]
{\color{incolor}In [{\color{incolor}2}]:} \PY{n}{algorithms} \PY{o}{=} \PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{,} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}
\PY{n}{packet\PYZus{}sizes} \PY{o}{=} \PY{p}{[}\PY{l+m+mi}{2}\PY{p}{,}\PY{l+m+mi}{4}\PY{p}{,}\PY{l+m+mi}{6}\PY{p}{,}\PY{l+m+mi}{8}\PY{p}{,}\PY{l+m+mi}{10}\PY{p}{,}\PY{l+m+mi}{12}\PY{p}{,}\PY{l+m+mi}{14}\PY{p}{,}\PY{l+m+mi}{16}\PY{p}{,}\PY{l+m+mi}{18}\PY{p}{,}\PY{l+m+mi}{20}\PY{p}{]}
\PY{n}{packets} \PY{o}{=} \PY{l+m+mi}{100}
\PY{n}{nodes} \PY{o}{=} \PY{l+m+mi}{20}
\PY{n}{distance} \PY{o}{=} \PY{l+m+mi}{25}
\PY{n}{sent} \PY{o}{=} \PY{p}{\PYZob{}}\PY{p}{\PYZcb{}}
\PY{n}{received} \PY{o}{=} \PY{p}{\PYZob{}}\PY{p}{\PYZcb{}}
\PY{k}{for} \PY{n}{algorithm} \PY{o+ow}{in} \PY{n}{algorithms}\PY{p}{:}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+se}{\PYZbs{}n}\PY{l+s+se}{\PYZbs{}t}\PY{l+s+s2}{\PYZdq{}}\PY{p}{,} \PY{n}{bcolors}\PY{o}{.}\PY{n}{BOLD} \PY{o}{+} \PY{n}{algorithm} \PY{o}{+} \PY{n}{bcolors}\PY{o}{.}\PY{n}{ENDC}\PY{p}{)}
\PY{n}{sent}\PY{p}{[}\PY{n}{algorithm}\PY{p}{]} \PY{o}{=} \PY{n+nb}{list}\PY{p}{(}\PY{p}{)}
\PY{n}{received}\PY{p}{[}\PY{n}{algorithm}\PY{p}{]} \PY{o}{=} \PY{n+nb}{list}\PY{p}{(}\PY{p}{)}
\PY{k}{for} \PY{n}{packet\PYZus{}size} \PY{o+ow}{in} \PY{n}{packet\PYZus{}sizes}\PY{p}{:}
\PY{n}{filename} \PY{o}{=} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{results/packet\PYZus{}size/}\PY{l+s+s2}{\PYZdq{}} \PY{o}{+} \PY{n}{algorithm} \PY{o}{+} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{\PYZus{}}\PY{l+s+s2}{\PYZdq{}} \PY{o}{+} \PY{n+nb}{str}\PY{p}{(}\PY{n}{packet\PYZus{}size}\PY{p}{)} \PY{o}{+} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{\PYZus{}}\PY{l+s+s2}{\PYZdq{}} \PY{o}{+} \PY{n+nb}{str}\PY{p}{(}\PY{n}{distance}\PY{p}{)} \PY{o}{+} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{\PYZus{}}\PY{l+s+s2}{\PYZdq{}} \PY{o}{+} \PY{n+nb}{str}\PY{p}{(}\PY{n}{nodes}\PY{p}{)} \PY{o}{+} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{.txt}\PY{l+s+s2}{\PYZdq{}}
\PY{n}{file} \PY{o}{=} \PY{n+nb}{open}\PY{p}{(}\PY{n}{filename}\PY{p}{,} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{r}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}
\PY{n}{received\PYZus{}by\PYZus{}nodes} \PY{o}{=} \PY{n+nb}{list}\PY{p}{(}\PY{p}{)}
\PY{n}{sent\PYZus{}by\PYZus{}nodes} \PY{o}{=} \PY{n+nb}{list}\PY{p}{(}\PY{p}{)}
\PY{n}{sent\PYZus{}by\PYZus{}sink} \PY{o}{=} \PY{n+nb}{list}\PY{p}{(}\PY{p}{)}
\PY{n}{received\PYZus{}by} \PY{o}{=} \PY{p}{[}\PY{p}{]}
\PY{k}{for} \PY{n}{i} \PY{o+ow}{in} \PY{n+nb}{range}\PY{p}{(}\PY{l+m+mi}{0}\PY{p}{,} \PY{n}{nodes}\PY{o}{+}\PY{l+m+mi}{1}\PY{p}{)}\PY{p}{:}
\PY{n}{received\PYZus{}by}\PY{o}{.}\PY{n}{append}\PY{p}{(}\PY{n+nb}{list}\PY{p}{(}\PY{p}{)}\PY{p}{)}
\PY{k}{for} \PY{n}{line} \PY{o+ow}{in} \PY{n}{file}\PY{p}{:}
\PY{k}{if} \PY{p}{(}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{SinkC: Broadcasting packet 101}\PY{l+s+s1}{\PYZsq{}} \PY{o+ow}{in} \PY{n}{line}\PY{p}{)}\PY{p}{:}
\PY{k}{break}
\PY{k}{if} \PY{p}{(}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{SinkC: Packet sent}\PY{l+s+s1}{\PYZsq{}} \PY{o+ow}{in} \PY{n}{line}\PY{p}{)}\PY{p}{:}
\PY{n}{sent\PYZus{}by\PYZus{}sink}\PY{o}{.}\PY{n}{append}\PY{p}{(}\PY{n}{line}\PY{p}{)}
\PY{k}{if} \PY{p}{(}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{NodeC: Packet sent}\PY{l+s+s1}{\PYZsq{}} \PY{o+ow}{in} \PY{n}{line}\PY{p}{)}\PY{p}{:}
\PY{n}{sent\PYZus{}by\PYZus{}nodes}\PY{o}{.}\PY{n}{append}\PY{p}{(}\PY{n}{line}\PY{p}{)}
\PY{k}{if} \PY{p}{(}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{NodeC: Received the new packet}\PY{l+s+s1}{\PYZsq{}} \PY{o+ow}{in} \PY{n}{line}\PY{p}{)}\PY{p}{:}
\PY{n}{received\PYZus{}by\PYZus{}nodes}\PY{o}{.}\PY{n}{append}\PY{p}{(}\PY{n}{line}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{Packet size: }\PY{l+s+si}{\PYZpc{}d}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{n}{packet\PYZus{}size}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+se}{\PYZbs{}t}\PY{l+s+s2}{Packets sent by sink: }\PY{l+s+si}{\PYZpc{}d}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{n+nb}{len}\PY{p}{(}\PY{n}{sent\PYZus{}by\PYZus{}sink}\PY{p}{)}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+se}{\PYZbs{}t}\PY{l+s+s2}{Packets sent:received by nodes: }\PY{l+s+si}{\PYZpc{}d}\PY{l+s+s2}{:}\PY{l+s+si}{\PYZpc{}d}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{p}{(}\PY{n+nb}{len}\PY{p}{(}\PY{n}{sent\PYZus{}by\PYZus{}nodes}\PY{p}{)}\PY{p}{,}\PY{n+nb}{len}\PY{p}{(}\PY{n}{received\PYZus{}by\PYZus{}nodes}\PY{p}{)}\PY{p}{)}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+se}{\PYZbs{}t}\PY{l+s+s2}{Received packets total: }\PY{l+s+si}{\PYZpc{}d}\PY{l+s+s2}{/}\PY{l+s+si}{\PYZpc{}d}\PY{l+s+s2}{, }\PY{l+s+si}{\PYZpc{}.2f}\PY{l+s+si}{\PYZpc{}\PYZpc{}}\PY{l+s+se}{\PYZbs{}n}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{p}{(}\PY{n+nb}{len}\PY{p}{(}\PY{n}{received\PYZus{}by\PYZus{}nodes}\PY{p}{)}\PY{p}{,} \PY{p}{(}\PY{n}{packets}\PY{o}{*}\PY{n}{nodes}\PY{p}{)}\PY{p}{,} \PY{p}{(}\PY{n+nb}{len}\PY{p}{(}\PY{n}{received\PYZus{}by\PYZus{}nodes}\PY{p}{)}\PY{o}{/}\PY{p}{(}\PY{n}{packets}\PY{o}{*}\PY{n}{nodes}\PY{p}{)}\PY{p}{)}\PY{o}{*}\PY{l+m+mi}{100}\PY{p}{)}\PY{p}{)}
\PY{n}{sent}\PY{p}{[}\PY{n}{algorithm}\PY{p}{]}\PY{o}{.}\PY{n}{append}\PY{p}{(}\PY{n+nb}{len}\PY{p}{(}\PY{n}{sent\PYZus{}by\PYZus{}sink}\PY{p}{)} \PY{o}{+} \PY{n+nb}{len}\PY{p}{(}\PY{n}{sent\PYZus{}by\PYZus{}nodes}\PY{p}{)}\PY{p}{)}
\PY{n}{received}\PY{p}{[}\PY{n}{algorithm}\PY{p}{]}\PY{o}{.}\PY{n}{append}\PY{p}{(}\PY{n+nb}{len}\PY{p}{(}\PY{n}{received\PYZus{}by\PYZus{}nodes}\PY{p}{)}\PY{o}{/}\PY{p}{(}\PY{n}{packets}\PY{o}{*}\PY{n}{nodes}\PY{p}{)}\PY{o}{*}\PY{l+m+mi}{100}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{} AVG sent Broadcast VS CCBR \PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{Sent AVG broadcast: }\PY{l+s+si}{\PYZpc{}.2f}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{sent}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{o}{/}\PY{n+nb}{len}\PY{p}{(}\PY{n}{sent}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{p}{)}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{Sent AVG ccbr: }\PY{l+s+si}{\PYZpc{}.2f}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{sent}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{o}{/}\PY{n+nb}{len}\PY{p}{(}\PY{n}{sent}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{p}{)}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+se}{\PYZbs{}n}\PY{l+s+s2}{\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{} Δ sent Broadcast VS CCBR \PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}
\PY{n}{d\PYZus{}sent} \PY{o}{=} \PY{p}{[}\PY{p}{]}
\PY{k}{for} \PY{n}{i} \PY{o+ow}{in} \PY{n+nb}{range}\PY{p}{(}\PY{l+m+mi}{0}\PY{p}{,} \PY{n+nb}{len}\PY{p}{(}\PY{n}{sent}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{p}{)}\PY{p}{:}
\PY{n}{d\PYZus{}sent}\PY{o}{.}\PY{n}{append}\PY{p}{(}\PY{n}{sent}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{[}\PY{n}{i}\PY{p}{]} \PY{o}{\PYZhy{}} \PY{n}{sent}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{[}\PY{n}{i}\PY{p}{]}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{Δ sent }\PY{l+s+si}{\PYZpc{}d}\PY{l+s+s2}{: }\PY{l+s+si}{\PYZpc{}d}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{p}{(}\PY{n}{packet\PYZus{}sizes}\PY{p}{[}\PY{n}{i}\PY{p}{]}\PY{p}{,} \PY{n}{d\PYZus{}sent}\PY{p}{[}\PY{n}{i}\PY{p}{]}\PY{p}{)}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+se}{\PYZbs{}n}\PY{l+s+s2}{Δ sent AVG: }\PY{l+s+si}{\PYZpc{}.2f}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{d\PYZus{}sent}\PY{p}{)}\PY{o}{/}\PY{n+nb}{len}\PY{p}{(}\PY{n}{d\PYZus{}sent}\PY{p}{)}\PY{p}{)}\PY{p}{)}
\PY{n}{x1} \PY{o}{=} \PY{n}{packet\PYZus{}sizes}
\PY{n}{y1} \PY{o}{=} \PY{n}{sent}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}
\PY{n}{x2} \PY{o}{=} \PY{n}{packet\PYZus{}sizes}
\PY{n}{y2} \PY{o}{=} \PY{n}{sent}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}
\PY{n}{plt}\PY{o}{.}\PY{n}{figure}\PY{p}{(}\PY{n}{figsize}\PY{o}{=}\PY{p}{(}\PY{n}{fig\PYZus{}width}\PY{p}{,} \PY{n}{fig\PYZus{}height}\PY{p}{)}\PY{p}{,} \PY{n}{dpi}\PY{o}{=} \PY{l+m+mi}{80}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{bar}\PY{p}{(}\PY{n}{x1}\PY{p}{,} \PY{n}{y1}\PY{p}{,} \PY{n}{color} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{c}\PY{l+s+s1}{\PYZsq{}}\PY{p}{,} \PY{n}{align} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{center}\PY{l+s+s1}{\PYZsq{}}\PY{p}{,} \PY{n}{label}\PY{o}{=}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{Broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{bar}\PY{p}{(}\PY{n}{x2}\PY{p}{,} \PY{n}{y2}\PY{p}{,} \PY{n}{color} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{g}\PY{l+s+s1}{\PYZsq{}}\PY{p}{,} \PY{n}{align} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{center}\PY{l+s+s1}{\PYZsq{}}\PY{p}{,} \PY{n}{label}\PY{o}{=}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{CCBR}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{plot}\PY{p}{(}\PY{n}{x1}\PY{p}{,} \PY{p}{[}\PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{sent}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{o}{/}\PY{n+nb}{len}\PY{p}{(}\PY{n}{sent}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{p}{)}\PY{p}{]}\PY{o}{*}\PY{n+nb}{len}\PY{p}{(}\PY{n}{packet\PYZus{}sizes}\PY{p}{)}\PY{p}{,} \PY{n}{color} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{c}\PY{l+s+s1}{\PYZsq{}}\PY{p}{,} \PY{n}{label}\PY{o}{=}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{AVG broadcast}\PY{l+s+s1}{\PYZsq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{plot}\PY{p}{(}\PY{n}{x1}\PY{p}{,} \PY{p}{[}\PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{sent}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{o}{/}\PY{n+nb}{len}\PY{p}{(}\PY{n}{sent}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{p}{)}\PY{p}{]}\PY{o}{*}\PY{n+nb}{len}\PY{p}{(}\PY{n}{packet\PYZus{}sizes}\PY{p}{)}\PY{p}{,} \PY{n}{color} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{g}\PY{l+s+s1}{\PYZsq{}}\PY{p}{,} \PY{n}{label}\PY{o}{=}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{AVG CCBR}\PY{l+s+s1}{\PYZsq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{title}\PY{p}{(}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{Sent}\PY{l+s+s1}{\PYZsq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{ylabel}\PY{p}{(}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{\PYZsh{} Sent Packets}\PY{l+s+s1}{\PYZsq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{xlabel}\PY{p}{(}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{Packet size [bytes]}\PY{l+s+s1}{\PYZsq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{legend}\PY{p}{(}\PY{n}{loc}\PY{o}{=}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{upper left}\PY{l+s+s1}{\PYZsq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{show}\PY{p}{(}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{} AVG received Broadcast VS CCBR \PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{Received AVG broadcast: }\PY{l+s+si}{\PYZpc{}.2f}\PY{l+s+si}{\PYZpc{}\PYZpc{}}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{o}{/}\PY{n+nb}{len}\PY{p}{(}\PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{p}{)}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{Received AVG ccbr: }\PY{l+s+si}{\PYZpc{}.2f}\PY{l+s+si}{\PYZpc{}\PYZpc{}}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{o}{/}\PY{n+nb}{len}\PY{p}{(}\PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{p}{)}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+se}{\PYZbs{}n}\PY{l+s+s2}{\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{} Δ received Broadcast VS CCBR \PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}
\PY{n}{d\PYZus{}received} \PY{o}{=} \PY{p}{[}\PY{p}{]}
\PY{k}{for} \PY{n}{i} \PY{o+ow}{in} \PY{n+nb}{range}\PY{p}{(}\PY{l+m+mi}{0}\PY{p}{,} \PY{n+nb}{len}\PY{p}{(}\PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{p}{)}\PY{p}{:}
\PY{n}{d\PYZus{}received}\PY{o}{.}\PY{n}{append}\PY{p}{(}\PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{[}\PY{n}{i}\PY{p}{]} \PY{o}{\PYZhy{}} \PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{[}\PY{n}{i}\PY{p}{]}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{Δ received }\PY{l+s+si}{\PYZpc{}d}\PY{l+s+s2}{: }\PY{l+s+si}{\PYZpc{}.2f}\PY{l+s+si}{\PYZpc{}\PYZpc{}}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{p}{(}\PY{n}{packet\PYZus{}sizes}\PY{p}{[}\PY{n}{i}\PY{p}{]}\PY{p}{,} \PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{[}\PY{n}{i}\PY{p}{]} \PY{o}{\PYZhy{}} \PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{[}\PY{n}{i}\PY{p}{]}\PY{p}{)}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+se}{\PYZbs{}n}\PY{l+s+s2}{Δ received AVG: }\PY{l+s+si}{\PYZpc{}.2f}\PY{l+s+si}{\PYZpc{}\PYZpc{}}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{d\PYZus{}received}\PY{p}{)}\PY{o}{/}\PY{n+nb}{len}\PY{p}{(}\PY{n}{d\PYZus{}received}\PY{p}{)}\PY{p}{)}\PY{p}{)}
\PY{n}{x1} \PY{o}{=} \PY{n}{packet\PYZus{}sizes}
\PY{n}{y1} \PY{o}{=} \PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}
\PY{n}{x2} \PY{o}{=} \PY{n}{packet\PYZus{}sizes}
\PY{n}{y2} \PY{o}{=} \PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}
\PY{n}{plt}\PY{o}{.}\PY{n}{figure}\PY{p}{(}\PY{n}{figsize}\PY{o}{=}\PY{p}{(}\PY{n}{fig\PYZus{}width}\PY{p}{,} \PY{n}{fig\PYZus{}height}\PY{p}{)}\PY{p}{,} \PY{n}{dpi}\PY{o}{=} \PY{l+m+mi}{80}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{bar}\PY{p}{(}\PY{n}{x1}\PY{p}{,} \PY{n}{y1}\PY{p}{,} \PY{n}{color} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{c}\PY{l+s+s1}{\PYZsq{}}\PY{p}{,} \PY{n}{align} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{center}\PY{l+s+s1}{\PYZsq{}}\PY{p}{,} \PY{n}{label}\PY{o}{=}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{Broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{bar}\PY{p}{(}\PY{n}{x2}\PY{p}{,} \PY{n}{y2}\PY{p}{,} \PY{n}{color} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{g}\PY{l+s+s1}{\PYZsq{}}\PY{p}{,} \PY{n}{align} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{center}\PY{l+s+s1}{\PYZsq{}}\PY{p}{,} \PY{n}{label}\PY{o}{=}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{CCBR}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{plot}\PY{p}{(}\PY{n}{x1}\PY{p}{,} \PY{p}{[}\PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{o}{/}\PY{n+nb}{len}\PY{p}{(}\PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{p}{)}\PY{p}{]}\PY{o}{*}\PY{n+nb}{len}\PY{p}{(}\PY{n}{packet\PYZus{}sizes}\PY{p}{)}\PY{p}{,} \PY{n}{color} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{c}\PY{l+s+s1}{\PYZsq{}}\PY{p}{,} \PY{n}{label}\PY{o}{=}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{AVG broadcast}\PY{l+s+s1}{\PYZsq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{plot}\PY{p}{(}\PY{n}{x1}\PY{p}{,} \PY{p}{[}\PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{o}{/}\PY{n+nb}{len}\PY{p}{(}\PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{p}{)}\PY{p}{]}\PY{o}{*}\PY{n+nb}{len}\PY{p}{(}\PY{n}{packet\PYZus{}sizes}\PY{p}{)}\PY{p}{,} \PY{n}{color} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{g}\PY{l+s+s1}{\PYZsq{}}\PY{p}{,} \PY{n}{label}\PY{o}{=}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{AVG CCBR}\PY{l+s+s1}{\PYZsq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{title}\PY{p}{(}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{Received}\PY{l+s+s1}{\PYZsq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{ylabel}\PY{p}{(}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{\PYZsh{} Received Packets}\PY{l+s+s1}{\PYZsq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{xlabel}\PY{p}{(}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{Packet size [bytes]}\PY{l+s+s1}{\PYZsq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{legend}\PY{p}{(}\PY{n}{loc}\PY{o}{=}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{upper left}\PY{l+s+s1}{\PYZsq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{show}\PY{p}{(}\PY{p}{)}
\end{Verbatim}
\begin{Verbatim}[commandchars=\\\{\}]
\textbf{broadcast}
Packet size: 2
Packets sent by sink: 100
Packets sent:received by nodes: 1621:1621
Received packets total: 1621/2000, 81.05\%
Packet size: 4
Packets sent by sink: 100
Packets sent:received by nodes: 1662:1662
Received packets total: 1662/2000, 83.10\%
Packet size: 6
Packets sent by sink: 100
Packets sent:received by nodes: 1674:1674
Received packets total: 1674/2000, 83.70\%
Packet size: 8
Packets sent by sink: 100
Packets sent:received by nodes: 1616:1616
Received packets total: 1616/2000, 80.80\%
Packet size: 10
Packets sent by sink: 100
Packets sent:received by nodes: 1650:1650
Received packets total: 1650/2000, 82.50\%
Packet size: 12
Packets sent by sink: 100
Packets sent:received by nodes: 1652:1652
Received packets total: 1652/2000, 82.60\%
Packet size: 14
Packets sent by sink: 100
Packets sent:received by nodes: 1647:1647
Received packets total: 1647/2000, 82.35\%
Packet size: 16
Packets sent by sink: 100
Packets sent:received by nodes: 1635:1635
Received packets total: 1635/2000, 81.75\%
Packet size: 18
Packets sent by sink: 100
Packets sent:received by nodes: 1615:1615
Received packets total: 1615/2000, 80.75\%
Packet size: 20
Packets sent by sink: 100
Packets sent:received by nodes: 1663:1663
Received packets total: 1663/2000, 83.15\%
\textbf{ccbr}
Packet size: 2
Packets sent by sink: 100
Packets sent:received by nodes: 1022:1022
Received packets total: 1022/2000, 51.10\%
Packet size: 4
Packets sent by sink: 100
Packets sent:received by nodes: 950:950
Received packets total: 950/2000, 47.50\%
Packet size: 6
Packets sent by sink: 100
Packets sent:received by nodes: 856:856
Received packets total: 856/2000, 42.80\%
Packet size: 8
Packets sent by sink: 100
Packets sent:received by nodes: 856:856
Received packets total: 856/2000, 42.80\%
Packet size: 10
Packets sent by sink: 100
Packets sent:received by nodes: 1040:1040
Received packets total: 1040/2000, 52.00\%
Packet size: 12
Packets sent by sink: 100
Packets sent:received by nodes: 1007:1007
Received packets total: 1007/2000, 50.35\%
Packet size: 14
Packets sent by sink: 100
Packets sent:received by nodes: 888:888
Received packets total: 888/2000, 44.40\%
Packet size: 16
Packets sent by sink: 100
Packets sent:received by nodes: 1005:1005
Received packets total: 1005/2000, 50.25\%
Packet size: 18
Packets sent by sink: 100
Packets sent:received by nodes: 982:982
Received packets total: 982/2000, 49.10\%
Packet size: 20
Packets sent by sink: 100
Packets sent:received by nodes: 966:966
Received packets total: 966/2000, 48.30\%
------------ AVG sent Broadcast VS CCBR ------------
Sent AVG broadcast: 1743.50
Sent AVG ccbr: 1057.20
------------ Δ sent Broadcast VS CCBR ------------
Δ sent 2: 599
Δ sent 4: 712
Δ sent 6: 818
Δ sent 8: 760
Δ sent 10: 610
Δ sent 12: 645
Δ sent 14: 759
Δ sent 16: 630
Δ sent 18: 633
Δ sent 20: 697
Δ sent AVG: 686.30
\end{Verbatim}
\begin{center}
\adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{output_4_1.png}
\end{center}
{ \hspace*{\fill} \\}
\begin{Verbatim}[commandchars=\\\{\}]
------------ AVG received Broadcast VS CCBR ------------
Received AVG broadcast: 82.17\%
Received AVG ccbr: 47.86\%
------------ Δ received Broadcast VS CCBR ------------
Δ received 2: 29.95\%
Δ received 4: 35.60\%
Δ received 6: 40.90\%
Δ received 8: 38.00\%
Δ received 10: 30.50\%
Δ received 12: 32.25\%
Δ received 14: 37.95\%
Δ received 16: 31.50\%
Δ received 18: 31.65\%
Δ received 20: 34.85\%
Δ received AVG: 34.31\%
\end{Verbatim}
\begin{center}
\adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{output_4_3.png}
\end{center}
{ \hspace*{\fill} \\}
\hypertarget{resulting-plots-analysis}{%
\subsubsection{Resulting plots
analysis}\label{resulting-plots-analysis}}
Given the plot above we can observe that \textbf{packet size does not
influence the percentage of nodes that actually received the flooded
data and/or the number of packet used to flood the network}, or at least
this does not happen in the interval specified {[}2-20{]}.
We can also notice that CCBR on average uses \textbf{39\%} less packets
to flood the network that the Broadcast version, while the percentage of
nodes that actually receive the flooded data is \textbf{34\%} less that
the Broadcast version.
So while CCBR has a lower rate for received packets it uses a less
packets to flood the network.
\hypertarget{variable-number-of-nodes}{%
\section{2. Variable Number of Nodes}\label{variable-number-of-nodes}}
\begin{itemize}
\tightlist
\item
number of nodes = {[}8, \ldots{}, 28{]}
\item
packet size = 2 bytes
\item
distance = 30
\item
TX ratio = 80\%, RX ratio = 80\%
\item
topologies:
\end{itemize}
1
8 nodes + 1 sink
2
12 nodes + 1 sink
3
16 nodes + 1 sink
4
20 nodes + 1 sink
5
24 nodes + 1 sink
6
28 nodes + 1 sink
\begin{Verbatim}[commandchars=\\\{\}]
{\color{incolor}In [{\color{incolor}3}]:} \PY{n}{algorithms} \PY{o}{=} \PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{,} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}
\PY{n}{packet\PYZus{}size} \PY{o}{=} \PY{l+m+mi}{2}
\PY{n}{packets} \PY{o}{=} \PY{l+m+mi}{100}
\PY{n}{nodes\PYZus{}number} \PY{o}{=} \PY{p}{[}\PY{l+m+mi}{8}\PY{p}{,}\PY{l+m+mi}{12}\PY{p}{,}\PY{l+m+mi}{16}\PY{p}{,}\PY{l+m+mi}{20}\PY{p}{,}\PY{l+m+mi}{24}\PY{p}{,}\PY{l+m+mi}{28}\PY{p}{]}
\PY{n}{distance} \PY{o}{=} \PY{l+m+mi}{30}
\PY{n}{sent} \PY{o}{=} \PY{p}{\PYZob{}}\PY{p}{\PYZcb{}}
\PY{n}{received} \PY{o}{=} \PY{p}{\PYZob{}}\PY{p}{\PYZcb{}}
\PY{k}{for} \PY{n}{algorithm} \PY{o+ow}{in} \PY{n}{algorithms}\PY{p}{:}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+se}{\PYZbs{}n}\PY{l+s+se}{\PYZbs{}t}\PY{l+s+s2}{\PYZdq{}}\PY{p}{,} \PY{n}{bcolors}\PY{o}{.}\PY{n}{BOLD} \PY{o}{+} \PY{n}{algorithm} \PY{o}{+} \PY{n}{bcolors}\PY{o}{.}\PY{n}{ENDC}\PY{p}{)}
\PY{n}{sent}\PY{p}{[}\PY{n}{algorithm}\PY{p}{]} \PY{o}{=} \PY{n+nb}{list}\PY{p}{(}\PY{p}{)}
\PY{n}{received}\PY{p}{[}\PY{n}{algorithm}\PY{p}{]} \PY{o}{=} \PY{n+nb}{list}\PY{p}{(}\PY{p}{)}
\PY{k}{for} \PY{n}{nodes} \PY{o+ow}{in} \PY{n}{nodes\PYZus{}number}\PY{p}{:}
\PY{n}{filename} \PY{o}{=} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{results/nodes/}\PY{l+s+s2}{\PYZdq{}} \PY{o}{+} \PY{n}{algorithm} \PY{o}{+} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{\PYZus{}}\PY{l+s+s2}{\PYZdq{}} \PY{o}{+} \PY{n+nb}{str}\PY{p}{(}\PY{n}{packet\PYZus{}size}\PY{p}{)} \PY{o}{+} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{\PYZus{}}\PY{l+s+s2}{\PYZdq{}} \PY{o}{+} \PY{n+nb}{str}\PY{p}{(}\PY{n}{distance}\PY{p}{)} \PY{o}{+} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{\PYZus{}}\PY{l+s+s2}{\PYZdq{}} \PY{o}{+} \PY{n+nb}{str}\PY{p}{(}\PY{n}{nodes}\PY{p}{)} \PY{o}{+} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{.txt}\PY{l+s+s2}{\PYZdq{}}
\PY{n}{file} \PY{o}{=} \PY{n+nb}{open}\PY{p}{(}\PY{n}{filename}\PY{p}{,} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{r}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}
\PY{n}{received\PYZus{}by\PYZus{}nodes} \PY{o}{=} \PY{n+nb}{list}\PY{p}{(}\PY{p}{)}
\PY{n}{sent\PYZus{}by\PYZus{}nodes} \PY{o}{=} \PY{n+nb}{list}\PY{p}{(}\PY{p}{)}
\PY{n}{sent\PYZus{}by\PYZus{}sink} \PY{o}{=} \PY{n+nb}{list}\PY{p}{(}\PY{p}{)}
\PY{n}{received\PYZus{}by} \PY{o}{=} \PY{p}{[}\PY{p}{]}
\PY{k}{for} \PY{n}{i} \PY{o+ow}{in} \PY{n+nb}{range}\PY{p}{(}\PY{l+m+mi}{0}\PY{p}{,} \PY{n}{nodes}\PY{o}{+}\PY{l+m+mi}{1}\PY{p}{)}\PY{p}{:}
\PY{n}{received\PYZus{}by}\PY{o}{.}\PY{n}{append}\PY{p}{(}\PY{n+nb}{list}\PY{p}{(}\PY{p}{)}\PY{p}{)}
\PY{k}{for} \PY{n}{line} \PY{o+ow}{in} \PY{n}{file}\PY{p}{:}
\PY{k}{if} \PY{p}{(}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{SinkC: Broadcasting packet 101}\PY{l+s+s1}{\PYZsq{}} \PY{o+ow}{in} \PY{n}{line}\PY{p}{)}\PY{p}{:}
\PY{k}{break}
\PY{k}{if} \PY{p}{(}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{SinkC: Packet sent}\PY{l+s+s1}{\PYZsq{}} \PY{o+ow}{in} \PY{n}{line}\PY{p}{)}\PY{p}{:}
\PY{n}{sent\PYZus{}by\PYZus{}sink}\PY{o}{.}\PY{n}{append}\PY{p}{(}\PY{n}{line}\PY{p}{)}
\PY{k}{if} \PY{p}{(}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{NodeC: Packet sent}\PY{l+s+s1}{\PYZsq{}} \PY{o+ow}{in} \PY{n}{line}\PY{p}{)}\PY{p}{:}
\PY{n}{sent\PYZus{}by\PYZus{}nodes}\PY{o}{.}\PY{n}{append}\PY{p}{(}\PY{n}{line}\PY{p}{)}
\PY{k}{if} \PY{p}{(}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{NodeC: Received the new packet}\PY{l+s+s1}{\PYZsq{}} \PY{o+ow}{in} \PY{n}{line}\PY{p}{)}\PY{p}{:}
\PY{n}{received\PYZus{}by\PYZus{}nodes}\PY{o}{.}\PY{n}{append}\PY{p}{(}\PY{n}{line}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{Number of nodes: }\PY{l+s+si}{\PYZpc{}d}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{n}{nodes}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+se}{\PYZbs{}t}\PY{l+s+s2}{Packets sent by sink: }\PY{l+s+si}{\PYZpc{}d}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{n+nb}{len}\PY{p}{(}\PY{n}{sent\PYZus{}by\PYZus{}sink}\PY{p}{)}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+se}{\PYZbs{}t}\PY{l+s+s2}{Packets sent:received by nodes: }\PY{l+s+si}{\PYZpc{}d}\PY{l+s+s2}{:}\PY{l+s+si}{\PYZpc{}d}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{p}{(}\PY{n+nb}{len}\PY{p}{(}\PY{n}{sent\PYZus{}by\PYZus{}nodes}\PY{p}{)}\PY{p}{,}\PY{n+nb}{len}\PY{p}{(}\PY{n}{received\PYZus{}by\PYZus{}nodes}\PY{p}{)}\PY{p}{)}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+se}{\PYZbs{}t}\PY{l+s+s2}{Received packets total: }\PY{l+s+si}{\PYZpc{}d}\PY{l+s+s2}{/}\PY{l+s+si}{\PYZpc{}d}\PY{l+s+s2}{, }\PY{l+s+si}{\PYZpc{}.2f}\PY{l+s+si}{\PYZpc{}\PYZpc{}}\PY{l+s+se}{\PYZbs{}n}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{p}{(}\PY{n+nb}{len}\PY{p}{(}\PY{n}{received\PYZus{}by\PYZus{}nodes}\PY{p}{)}\PY{p}{,} \PY{p}{(}\PY{n}{packets}\PY{o}{*}\PY{n}{nodes}\PY{p}{)}\PY{p}{,} \PY{p}{(}\PY{n+nb}{len}\PY{p}{(}\PY{n}{received\PYZus{}by\PYZus{}nodes}\PY{p}{)}\PY{o}{/}\PY{p}{(}\PY{n}{packets}\PY{o}{*}\PY{n}{nodes}\PY{p}{)}\PY{p}{)}\PY{o}{*}\PY{l+m+mi}{100}\PY{p}{)}\PY{p}{)}
\PY{n}{sent}\PY{p}{[}\PY{n}{algorithm}\PY{p}{]}\PY{o}{.}\PY{n}{append}\PY{p}{(}\PY{n+nb}{len}\PY{p}{(}\PY{n}{sent\PYZus{}by\PYZus{}sink}\PY{p}{)} \PY{o}{+} \PY{n+nb}{len}\PY{p}{(}\PY{n}{sent\PYZus{}by\PYZus{}nodes}\PY{p}{)}\PY{p}{)}
\PY{n}{received}\PY{p}{[}\PY{n}{algorithm}\PY{p}{]}\PY{o}{.}\PY{n}{append}\PY{p}{(}\PY{n+nb}{len}\PY{p}{(}\PY{n}{received\PYZus{}by\PYZus{}nodes}\PY{p}{)}\PY{o}{/}\PY{p}{(}\PY{n}{packets}\PY{o}{*}\PY{n}{nodes}\PY{p}{)}\PY{o}{*}\PY{l+m+mi}{100}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{} AVG sent Broadcast VS CCBR \PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{Sent AVG broadcast: }\PY{l+s+si}{\PYZpc{}.2f}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{sent}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{o}{/}\PY{n+nb}{len}\PY{p}{(}\PY{n}{sent}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{p}{)}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{Sent AVG ccbr: }\PY{l+s+si}{\PYZpc{}.2f}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{sent}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{o}{/}\PY{n+nb}{len}\PY{p}{(}\PY{n}{sent}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{p}{)}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+se}{\PYZbs{}n}\PY{l+s+s2}{\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{} Δ sent Broadcast VS CCBR \PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}
\PY{n}{d\PYZus{}sent} \PY{o}{=} \PY{p}{[}\PY{p}{]}
\PY{k}{for} \PY{n}{i} \PY{o+ow}{in} \PY{n+nb}{range}\PY{p}{(}\PY{l+m+mi}{0}\PY{p}{,} \PY{n+nb}{len}\PY{p}{(}\PY{n}{sent}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{p}{)}\PY{p}{:}
\PY{n}{d\PYZus{}sent}\PY{o}{.}\PY{n}{append}\PY{p}{(}\PY{n}{sent}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{[}\PY{n}{i}\PY{p}{]} \PY{o}{\PYZhy{}} \PY{n}{sent}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{[}\PY{n}{i}\PY{p}{]}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{Δ sent }\PY{l+s+si}{\PYZpc{}d}\PY{l+s+s2}{: }\PY{l+s+si}{\PYZpc{}d}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{p}{(}\PY{n}{nodes\PYZus{}number}\PY{p}{[}\PY{n}{i}\PY{p}{]}\PY{p}{,} \PY{n}{d\PYZus{}sent}\PY{p}{[}\PY{n}{i}\PY{p}{]}\PY{p}{)}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+se}{\PYZbs{}n}\PY{l+s+s2}{Δ sent AVG: }\PY{l+s+si}{\PYZpc{}.2f}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{d\PYZus{}sent}\PY{p}{)}\PY{o}{/}\PY{n+nb}{len}\PY{p}{(}\PY{n}{d\PYZus{}sent}\PY{p}{)}\PY{p}{)}\PY{p}{)}
\PY{n}{x1} \PY{o}{=} \PY{n}{nodes\PYZus{}number}
\PY{n}{y1} \PY{o}{=} \PY{n}{sent}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}
\PY{n}{x2} \PY{o}{=} \PY{n}{nodes\PYZus{}number}
\PY{n}{y2} \PY{o}{=} \PY{n}{sent}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}
\PY{n}{plt}\PY{o}{.}\PY{n}{figure}\PY{p}{(}\PY{n}{figsize}\PY{o}{=}\PY{p}{(}\PY{n}{fig\PYZus{}width}\PY{p}{,} \PY{n}{fig\PYZus{}height}\PY{p}{)}\PY{p}{,} \PY{n}{dpi}\PY{o}{=} \PY{l+m+mi}{80}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{bar}\PY{p}{(}\PY{n}{x1}\PY{p}{,} \PY{n}{y1}\PY{p}{,} \PY{n}{color} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{c}\PY{l+s+s1}{\PYZsq{}}\PY{p}{,} \PY{n}{align} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{center}\PY{l+s+s1}{\PYZsq{}}\PY{p}{,} \PY{n}{label}\PY{o}{=}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{Broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{bar}\PY{p}{(}\PY{n}{x2}\PY{p}{,} \PY{n}{y2}\PY{p}{,} \PY{n}{color} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{g}\PY{l+s+s1}{\PYZsq{}}\PY{p}{,} \PY{n}{align} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{center}\PY{l+s+s1}{\PYZsq{}}\PY{p}{,} \PY{n}{label}\PY{o}{=}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{CCBR}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{plot}\PY{p}{(}\PY{n}{x1}\PY{p}{,} \PY{p}{[}\PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{sent}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{o}{/}\PY{n+nb}{len}\PY{p}{(}\PY{n}{sent}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{p}{)}\PY{p}{]}\PY{o}{*}\PY{n+nb}{len}\PY{p}{(}\PY{n}{nodes\PYZus{}number}\PY{p}{)}\PY{p}{,} \PY{n}{color} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{c}\PY{l+s+s1}{\PYZsq{}}\PY{p}{,} \PY{n}{label}\PY{o}{=}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{AVG broadcast}\PY{l+s+s1}{\PYZsq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{plot}\PY{p}{(}\PY{n}{x1}\PY{p}{,} \PY{p}{[}\PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{sent}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{o}{/}\PY{n+nb}{len}\PY{p}{(}\PY{n}{sent}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{p}{)}\PY{p}{]}\PY{o}{*}\PY{n+nb}{len}\PY{p}{(}\PY{n}{nodes\PYZus{}number}\PY{p}{)}\PY{p}{,} \PY{n}{color} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{g}\PY{l+s+s1}{\PYZsq{}}\PY{p}{,} \PY{n}{label}\PY{o}{=}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{AVG CCBR}\PY{l+s+s1}{\PYZsq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{title}\PY{p}{(}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{Sent}\PY{l+s+s1}{\PYZsq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{ylabel}\PY{p}{(}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{\PYZsh{} Sent Packets}\PY{l+s+s1}{\PYZsq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{xlabel}\PY{p}{(}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{\PYZsh{} Nodes}\PY{l+s+s1}{\PYZsq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{legend}\PY{p}{(}\PY{n}{loc}\PY{o}{=}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{upper left}\PY{l+s+s1}{\PYZsq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{show}\PY{p}{(}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{} AVG received Broadcast VS CCBR \PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{Received AVG broadcast: }\PY{l+s+si}{\PYZpc{}.2f}\PY{l+s+si}{\PYZpc{}\PYZpc{}}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{o}{/}\PY{n+nb}{len}\PY{p}{(}\PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{p}{)}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{Received AVG ccbr: }\PY{l+s+si}{\PYZpc{}.2f}\PY{l+s+si}{\PYZpc{}\PYZpc{}}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{o}{/}\PY{n+nb}{len}\PY{p}{(}\PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{p}{)}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+se}{\PYZbs{}n}\PY{l+s+s2}{\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{} Δ received Broadcast VS CCBR \PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}\PYZhy{}}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}
\PY{n}{d\PYZus{}received} \PY{o}{=} \PY{p}{[}\PY{p}{]}
\PY{k}{for} \PY{n}{i} \PY{o+ow}{in} \PY{n+nb}{range}\PY{p}{(}\PY{l+m+mi}{0}\PY{p}{,} \PY{n+nb}{len}\PY{p}{(}\PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{p}{)}\PY{p}{:}
\PY{n}{d\PYZus{}received}\PY{o}{.}\PY{n}{append}\PY{p}{(}\PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{[}\PY{n}{i}\PY{p}{]} \PY{o}{\PYZhy{}} \PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{[}\PY{n}{i}\PY{p}{]}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{Δ received }\PY{l+s+si}{\PYZpc{}d}\PY{l+s+s2}{: }\PY{l+s+si}{\PYZpc{}.2f}\PY{l+s+si}{\PYZpc{}\PYZpc{}}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{p}{(}\PY{n}{nodes\PYZus{}number}\PY{p}{[}\PY{n}{i}\PY{p}{]}\PY{p}{,} \PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{[}\PY{n}{i}\PY{p}{]} \PY{o}{\PYZhy{}} \PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{[}\PY{n}{i}\PY{p}{]}\PY{p}{)}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+se}{\PYZbs{}n}\PY{l+s+s2}{Δ received AVG: }\PY{l+s+si}{\PYZpc{}.2f}\PY{l+s+si}{\PYZpc{}\PYZpc{}}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{d\PYZus{}received}\PY{p}{)}\PY{o}{/}\PY{n+nb}{len}\PY{p}{(}\PY{n}{d\PYZus{}received}\PY{p}{)}\PY{p}{)}\PY{p}{)}
\PY{n}{x1} \PY{o}{=} \PY{n}{nodes\PYZus{}number}
\PY{n}{y1} \PY{o}{=} \PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}
\PY{n}{x2} \PY{o}{=} \PY{n}{nodes\PYZus{}number}
\PY{n}{y2} \PY{o}{=} \PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}
\PY{n}{plt}\PY{o}{.}\PY{n}{figure}\PY{p}{(}\PY{n}{figsize}\PY{o}{=}\PY{p}{(}\PY{n}{fig\PYZus{}width}\PY{p}{,} \PY{n}{fig\PYZus{}height}\PY{p}{)}\PY{p}{,} \PY{n}{dpi}\PY{o}{=} \PY{l+m+mi}{80}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{bar}\PY{p}{(}\PY{n}{x1}\PY{p}{,} \PY{n}{y1}\PY{p}{,} \PY{n}{color} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{c}\PY{l+s+s1}{\PYZsq{}}\PY{p}{,} \PY{n}{align} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{center}\PY{l+s+s1}{\PYZsq{}}\PY{p}{,} \PY{n}{label}\PY{o}{=}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{Broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{bar}\PY{p}{(}\PY{n}{x2}\PY{p}{,} \PY{n}{y2}\PY{p}{,} \PY{n}{color} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{g}\PY{l+s+s1}{\PYZsq{}}\PY{p}{,} \PY{n}{align} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{center}\PY{l+s+s1}{\PYZsq{}}\PY{p}{,} \PY{n}{label}\PY{o}{=}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{CCBR}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{plot}\PY{p}{(}\PY{n}{x1}\PY{p}{,} \PY{p}{[}\PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{o}{/}\PY{n+nb}{len}\PY{p}{(}\PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{p}{)}\PY{p}{]}\PY{o}{*}\PY{n+nb}{len}\PY{p}{(}\PY{n}{nodes\PYZus{}number}\PY{p}{)}\PY{p}{,} \PY{n}{color} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{c}\PY{l+s+s1}{\PYZsq{}}\PY{p}{,} \PY{n}{label}\PY{o}{=}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{AVG broadcast}\PY{l+s+s1}{\PYZsq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{plot}\PY{p}{(}\PY{n}{x1}\PY{p}{,} \PY{p}{[}\PY{p}{(}\PY{n+nb}{sum}\PY{p}{(}\PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{o}{/}\PY{n+nb}{len}\PY{p}{(}\PY{n}{received}\PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}\PY{p}{)}\PY{p}{)}\PY{p}{]}\PY{o}{*}\PY{n+nb}{len}\PY{p}{(}\PY{n}{nodes\PYZus{}number}\PY{p}{)}\PY{p}{,} \PY{n}{color} \PY{o}{=} \PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{g}\PY{l+s+s1}{\PYZsq{}}\PY{p}{,} \PY{n}{label}\PY{o}{=}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{AVG CCBR}\PY{l+s+s1}{\PYZsq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{title}\PY{p}{(}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{Received}\PY{l+s+s1}{\PYZsq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{ylabel}\PY{p}{(}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{\PYZsh{} Received Packets}\PY{l+s+s1}{\PYZsq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{xlabel}\PY{p}{(}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{\PYZsh{} Nodes}\PY{l+s+s1}{\PYZsq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{legend}\PY{p}{(}\PY{n}{loc}\PY{o}{=}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{upper left}\PY{l+s+s1}{\PYZsq{}}\PY{p}{)}
\PY{n}{plt}\PY{o}{.}\PY{n}{show}\PY{p}{(}\PY{p}{)}
\end{Verbatim}
\begin{Verbatim}[commandchars=\\\{\}]
\textbf{broadcast}
Number of nodes: 8
Packets sent by sink: 100
Packets sent:received by nodes: 701:701
Received packets total: 701/800, 87.62\%
Number of nodes: 12
Packets sent by sink: 100
Packets sent:received by nodes: 1163:1163
Received packets total: 1163/1200, 96.92\%
Number of nodes: 16
Packets sent by sink: 100
Packets sent:received by nodes: 1446:1446
Received packets total: 1446/1600, 90.38\%
Number of nodes: 20
Packets sent by sink: 100
Packets sent:received by nodes: 1740:1740
Received packets total: 1740/2000, 87.00\%
Number of nodes: 24
Packets sent by sink: 100
Packets sent:received by nodes: 2221:2221
Received packets total: 2221/2400, 92.54\%
Number of nodes: 28
Packets sent by sink: 100
Packets sent:received by nodes: 2794:2794
Received packets total: 2794/2800, 99.79\%
\textbf{ccbr}
Number of nodes: 8
Packets sent by sink: 100
Packets sent:received by nodes: 578:578
Received packets total: 578/800, 72.25\%
Number of nodes: 12
Packets sent by sink: 100
Packets sent:received by nodes: 960:960
Received packets total: 960/1200, 80.00\%
Number of nodes: 16
Packets sent by sink: 100
Packets sent:received by nodes: 1060:1060
Received packets total: 1060/1600, 66.25\%
Number of nodes: 20
Packets sent by sink: 100
Packets sent:received by nodes: 1330:1330
Received packets total: 1330/2000, 66.50\%
Number of nodes: 24
Packets sent by sink: 100
Packets sent:received by nodes: 1807:1807
Received packets total: 1807/2400, 75.29\%
Number of nodes: 28
Packets sent by sink: 100
Packets sent:received by nodes: 2218:2218
Received packets total: 2218/2800, 79.21\%
------------ AVG sent Broadcast VS CCBR ------------
Sent AVG broadcast: 1777.50
Sent AVG ccbr: 1425.50
------------ Δ sent Broadcast VS CCBR ------------
Δ sent 8: 123
Δ sent 12: 203
Δ sent 16: 386
Δ sent 20: 410
Δ sent 24: 414
Δ sent 28: 576
Δ sent AVG: 352.00
\end{Verbatim}
\begin{center}
\adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{output_7_1.png}
\end{center}
{ \hspace*{\fill} \\}
\begin{Verbatim}[commandchars=\\\{\}]
------------ AVG received Broadcast VS CCBR ------------
Received AVG broadcast: 92.37\%
Received AVG ccbr: 73.25\%
------------ Δ received Broadcast VS CCBR ------------
Δ received 8: 15.38\%
Δ received 12: 16.92\%
Δ received 16: 24.12\%
Δ received 20: 20.50\%
Δ received 24: 17.25\%
Δ received 28: 20.57\%
Δ received AVG: 19.12\%
\end{Verbatim}
\begin{center}
\adjustimage{max size={0.9\linewidth}{0.9\paperheight}}{output_7_3.png}
\end{center}
{ \hspace*{\fill} \\}
\hypertarget{resulting-plots-analysis}{%
\subsubsection{Resulting plots
analysis}\label{resulting-plots-analysis}}
Given the plot above we can observe that \textbf{the number of packet
used to flood the network increases linearly with the number of nodes
present on the network}, while \textbf{the percentage of nodes that
actually received the flooded data does not change with the number of
nodes}.
We can also notice that CCBR on average uses \textbf{20\%} less packets
to flood the network that the Broadcast version, while the percentage of
nodes that actually receive the flooded data is \textbf{19\%} less that
the Broadcast version.
\hypertarget{variable-distance}{%
\section{3. Variable Distance}\label{variable-distance}}
\begin{itemize}
\tightlist
\item
distance = {[}10, \ldots{}, 45{]}
\item
packet size = 2 bytes
\item
number of nodes: 8 nodes + 1 sink
\item
TX ratio = 80\%, RX ratio = 0\%
\item
topologies:
\end{itemize}
1
distance = 10
2
distance = 15
3
distance = 20
4
distance = 25
5
distance = 30
6
distance = 35
7
distance = 40
8
distance = 45
\begin{Verbatim}[commandchars=\\\{\}]
{\color{incolor}In [{\color{incolor}4}]:} \PY{n}{algorithms} \PY{o}{=} \PY{p}{[}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{broadcast}\PY{l+s+s2}{\PYZdq{}}\PY{p}{,} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{ccbr}\PY{l+s+s2}{\PYZdq{}}\PY{p}{]}
\PY{n}{packet\PYZus{}size} \PY{o}{=} \PY{l+m+mi}{2}
\PY{n}{packets} \PY{o}{=} \PY{l+m+mi}{100}
\PY{n}{nodes} \PY{o}{=} \PY{l+m+mi}{8}
\PY{n}{distances} \PY{o}{=} \PY{p}{[}\PY{l+m+mi}{10}\PY{p}{,}\PY{l+m+mi}{15}\PY{p}{,}\PY{l+m+mi}{20}\PY{p}{,}\PY{l+m+mi}{25}\PY{p}{,}\PY{l+m+mi}{30}\PY{p}{,}\PY{l+m+mi}{35}\PY{p}{,}\PY{l+m+mi}{40}\PY{p}{,}\PY{l+m+mi}{45}\PY{p}{]}
\PY{n}{sent} \PY{o}{=} \PY{p}{\PYZob{}}\PY{p}{\PYZcb{}}
\PY{n}{received} \PY{o}{=} \PY{p}{\PYZob{}}\PY{p}{\PYZcb{}}
\PY{k}{for} \PY{n}{algorithm} \PY{o+ow}{in} \PY{n}{algorithms}\PY{p}{:}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+se}{\PYZbs{}n}\PY{l+s+se}{\PYZbs{}t}\PY{l+s+s2}{\PYZdq{}}\PY{p}{,} \PY{n}{bcolors}\PY{o}{.}\PY{n}{BOLD} \PY{o}{+} \PY{n}{algorithm} \PY{o}{+} \PY{n}{bcolors}\PY{o}{.}\PY{n}{ENDC}\PY{p}{)}
\PY{n}{sent}\PY{p}{[}\PY{n}{algorithm}\PY{p}{]} \PY{o}{=} \PY{n+nb}{list}\PY{p}{(}\PY{p}{)}
\PY{n}{received}\PY{p}{[}\PY{n}{algorithm}\PY{p}{]} \PY{o}{=} \PY{n+nb}{list}\PY{p}{(}\PY{p}{)}
\PY{k}{for} \PY{n}{distance} \PY{o+ow}{in} \PY{n}{distances}\PY{p}{:}
\PY{n}{filename} \PY{o}{=} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{results/distances/}\PY{l+s+s2}{\PYZdq{}} \PY{o}{+} \PY{n}{algorithm} \PY{o}{+} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{\PYZus{}}\PY{l+s+s2}{\PYZdq{}} \PY{o}{+} \PY{n+nb}{str}\PY{p}{(}\PY{n}{packet\PYZus{}size}\PY{p}{)} \PY{o}{+} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{\PYZus{}}\PY{l+s+s2}{\PYZdq{}} \PY{o}{+} \PY{n+nb}{str}\PY{p}{(}\PY{n}{distance}\PY{p}{)} \PY{o}{+} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{\PYZus{}}\PY{l+s+s2}{\PYZdq{}} \PY{o}{+} \PY{n+nb}{str}\PY{p}{(}\PY{n}{nodes}\PY{p}{)} \PY{o}{+} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{.txt}\PY{l+s+s2}{\PYZdq{}}
\PY{n}{file} \PY{o}{=} \PY{n+nb}{open}\PY{p}{(}\PY{n}{filename}\PY{p}{,} \PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{r}\PY{l+s+s2}{\PYZdq{}}\PY{p}{)}
\PY{n}{received\PYZus{}by\PYZus{}nodes} \PY{o}{=} \PY{n+nb}{list}\PY{p}{(}\PY{p}{)}
\PY{n}{sent\PYZus{}by\PYZus{}nodes} \PY{o}{=} \PY{n+nb}{list}\PY{p}{(}\PY{p}{)}
\PY{n}{sent\PYZus{}by\PYZus{}sink} \PY{o}{=} \PY{n+nb}{list}\PY{p}{(}\PY{p}{)}
\PY{n}{received\PYZus{}by} \PY{o}{=} \PY{p}{[}\PY{p}{]}
\PY{k}{for} \PY{n}{i} \PY{o+ow}{in} \PY{n+nb}{range}\PY{p}{(}\PY{l+m+mi}{0}\PY{p}{,} \PY{n}{nodes}\PY{o}{+}\PY{l+m+mi}{1}\PY{p}{)}\PY{p}{:}
\PY{n}{received\PYZus{}by}\PY{o}{.}\PY{n}{append}\PY{p}{(}\PY{n+nb}{list}\PY{p}{(}\PY{p}{)}\PY{p}{)}
\PY{k}{for} \PY{n}{line} \PY{o+ow}{in} \PY{n}{file}\PY{p}{:}
\PY{k}{if} \PY{p}{(}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{SinkC: Broadcasting packet 101}\PY{l+s+s1}{\PYZsq{}} \PY{o+ow}{in} \PY{n}{line}\PY{p}{)}\PY{p}{:}
\PY{k}{break}
\PY{k}{if} \PY{p}{(}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{SinkC: Packet sent}\PY{l+s+s1}{\PYZsq{}} \PY{o+ow}{in} \PY{n}{line}\PY{p}{)}\PY{p}{:}
\PY{n}{sent\PYZus{}by\PYZus{}sink}\PY{o}{.}\PY{n}{append}\PY{p}{(}\PY{n}{line}\PY{p}{)}
\PY{k}{if} \PY{p}{(}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{NodeC: Packet sent}\PY{l+s+s1}{\PYZsq{}} \PY{o+ow}{in} \PY{n}{line}\PY{p}{)}\PY{p}{:}
\PY{n}{sent\PYZus{}by\PYZus{}nodes}\PY{o}{.}\PY{n}{append}\PY{p}{(}\PY{n}{line}\PY{p}{)}
\PY{k}{if} \PY{p}{(}\PY{l+s+s1}{\PYZsq{}}\PY{l+s+s1}{NodeC: Received the new packet}\PY{l+s+s1}{\PYZsq{}} \PY{o+ow}{in} \PY{n}{line}\PY{p}{)}\PY{p}{:}
\PY{n}{received\PYZus{}by\PYZus{}nodes}\PY{o}{.}\PY{n}{append}\PY{p}{(}\PY{n}{line}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+s2}{Distance: }\PY{l+s+si}{\PYZpc{}d}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{n}{distance}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+se}{\PYZbs{}t}\PY{l+s+s2}{Packets sent by sink: }\PY{l+s+si}{\PYZpc{}d}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{n+nb}{len}\PY{p}{(}\PY{n}{sent\PYZus{}by\PYZus{}sink}\PY{p}{)}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+se}{\PYZbs{}t}\PY{l+s+s2}{Packets sent:received by nodes: }\PY{l+s+si}{\PYZpc{}d}\PY{l+s+s2}{:}\PY{l+s+si}{\PYZpc{}d}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{p}{(}\PY{n+nb}{len}\PY{p}{(}\PY{n}{sent\PYZus{}by\PYZus{}nodes}\PY{p}{)}\PY{p}{,}\PY{n+nb}{len}\PY{p}{(}\PY{n}{received\PYZus{}by\PYZus{}nodes}\PY{p}{)}\PY{p}{)}\PY{p}{)}
\PY{n+nb}{print}\PY{p}{(}\PY{l+s+s2}{\PYZdq{}}\PY{l+s+se}{\PYZbs{}t}\PY{l+s+s2}{Received packets total: }\PY{l+s+si}{\PYZpc{}d}\PY{l+s+s2}{/}\PY{l+s+si}{\PYZpc{}d}\PY{l+s+s2}{, }\PY{l+s+si}{\PYZpc{}.2f}\PY{l+s+si}{\PYZpc{}\PYZpc{}}\PY{l+s+se}{\PYZbs{}n}\PY{l+s+s2}{\PYZdq{}} \PY{o}{\PYZpc{}} \PY{p}{(}\PY{n+nb}{len}\PY{p}{(}\PY{n}{received\PYZus{}by\PYZus{}nodes}\PY{p}{)}\PY{p}{,} \PY{p}{(}\PY{n}{packets}\PY{o}{*}\PY{n}{nodes}\PY{p}{)}\PY{p}{,} \PY{p}{(}\PY{n+nb}{len}\PY{p}{(}\PY{n}{received\PYZus{}by\PYZus{}nodes}\PY{p}{)}\PY{o}{/}\PY{p}{(}\PY{n}{packets}\PY{o}{*}\PY{n}{nodes}\PY{p}{)}\PY{p}{)}\PY{o}{*}\PY{l+m+mi}{100}\PY{p}{)}\PY{p}{)}
\PY{n}{sent}\PY{p}{[}\PY{n}{algorithm}\PY{p}{]}\PY{o}{.}\PY{n}{append}\PY{p}{(}\PY{n+nb}{len}\PY{p}{(}\PY{n}{sent\PYZus{}by\PYZus{}sink}\PY{p}{)} \PY{o}{+} \PY{n+nb}{len}\PY{p}{(}\PY{n}{sent\PYZus{}by\PYZus{}nodes}\PY{p}{)}\PY{p}{)}
\PY{n}{received}\PY{p}{[}\PY{n}{algorithm}\PY{p}{]}\PY{o}{.}\PY{n}{append}\PY{p}{(}\PY{n+nb}{len}\PY{p}{(}\PY{n}{received\PYZus{}by\PYZus{}nodes}\PY{p}{)}\PY{o}{/}\PY{p}{(}\PY{n}{packets}\PY{o}{*}\PY{n}{nodes}\PY{p}{)}\PY{o}{*}\PY{l+m+mi}{100}\PY{p}{)}