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@@ -69,19 +69,18 @@
 \@writefile{toc}{\contentsline {subsubsection}{\numberline {5.2.2}Active Sensors Ratio}{13}}
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-\@writefile{toc}{\contentsline {subsubsection}{\numberline {5.2.3}\leavevmode {\color  {blue}Energy Saving Ratio (ESR)}}{14}}
+\@writefile{toc}{\contentsline {subsubsection}{\numberline {5.2.3}\leavevmode {\color  {blue}Energy Saving Ratio}}{14}}

 \@writefile{toc}{\contentsline {subsubsection}{\numberline {5.2.4}Energy Consumption}{14}}
 \@writefile{toc}{\contentsline {subsubsection}{\numberline {5.2.4}Energy Consumption}{14}}

+\newlabel{fig5}{{7}{15}}
+\newlabel{figure7}{{8}{15}}

 \citation{li2011transforming}
 \citation{1279193}
 \citation{li2011transforming}
 \citation{1279193}

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-\@writefile{toc}{\contentsline {section}{\numberline {6}Conclusion and Future Works}{16}}
-\newlabel{sec:Conclusion and Future Works}{{6}{16}}
-\newlabel{figure8}{{9}{17}}
+\@writefile{toc}{\contentsline {subsubsection}{\numberline {5.2.5}Network Lifetime}{16}}
+\newlabel{figure8}{{9}{16}}

 \newlabel{figure9}{{10}{17}}
 \newlabel{figure9}{{10}{17}}

+\@writefile{toc}{\contentsline {subsubsection}{\numberline {5.2.6}Impact of $\alpha $ and $\beta $ on PeCO's performance}{17}}
+\newlabel{sec:Impact}{{5.2.6}{17}}
+\newlabel{my-labelx}{{4}{17}}

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@@ -93,7 +92,8 @@
 \bibcite{iamigo:cplex}{{7}{2010}{{CPLEX}}{{}}}
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-\newlabel{my-labelx}{{4}{18}}
+\@writefile{toc}{\contentsline {section}{\numberline {6}Conclusion and Future Works}{18}}
+\newlabel{sec:Conclusion and Future Works}{{6}{18}}

 \bibcite{AMPL}{{10}{November 12, 2002}{{Fourer, Gay, and Kernighan}}{{}}}
 \bibcite{HeShibo}{{11}{2014}{{He et~al.}}{{He, Gong, Zhang, Chen, and Sun}}}
 \bibcite{huang2005coverage}{{12}{2005}{{Huang and Tseng}}{{}}}
 \bibcite{AMPL}{{10}{November 12, 2002}{{Fourer, Gay, and Kernighan}}{{}}}
 \bibcite{HeShibo}{{11}{2014}{{He et~al.}}{{He, Gong, Zhang, Chen, and Sun}}}
 \bibcite{huang2005coverage}{{12}{2005}{{Huang and Tseng}}{{}}}


@@ -119,16 +119,15 @@
 \bibcite{ChinhVu}{{32}{2006}{{Vu et~al.}}{{Vu, Gao, Deshmukh, and Li}}}
 \bibcite{chin2007}{{33}{2009}{{Vu}}{{}}}
 \bibcite{wang2011coverage}{{34}{2011}{{Wang}}{{}}}
 \bibcite{ChinhVu}{{32}{2006}{{Vu et~al.}}{{Vu, Gao, Deshmukh, and Li}}}
 \bibcite{chin2007}{{33}{2009}{{Vu}}{{}}}
 \bibcite{wang2011coverage}{{34}{2011}{{Wang}}{{}}}

-\bibcite{wang2014keeping}{{35}{2014}{{Wang et~al.}}{{Wang, Yang, Lin, and Lin}}}
-\bibcite{5714480}{{36}{2010}{{Xing, Li, and Wang}}{{}}}
-\bibcite{xu2001geography}{{37}{2001}{{Xu, Heidemann, and Estrin}}{{}}}
-\bibcite{yan2008design}{{38}{2008}{{Yan et~al.}}{{Yan, Gu, He, and Stankovic}}}
-\bibcite{yang2014novel}{{39}{2014{a}}{{Yang and Chin}}{{}}}
-\bibcite{yangnovel}{{40}{2014{b}}{{Yang and Chin}}{{}}}
-\bibcite{Yang2014}{{41}{2014}{{Yang and Liu}}{{}}}
-\bibcite{yick2008wireless}{{42}{2008}{{Yick, Mukherjee, and Ghosal}}{{}}}
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-\bibcite{zorbas2010solving}{{45}{2010}{{Zorbas et~al.}}{{Zorbas, Glynos, Kotzanikolaou, and Douligeris}}}
+\bibcite{5714480}{{35}{2010}{{Xing, Li, and Wang}}{{}}}
+\bibcite{xu2001geography}{{36}{2001}{{Xu, Heidemann, and Estrin}}{{}}}
+\bibcite{yan2008design}{{37}{2008}{{Yan et~al.}}{{Yan, Gu, He, and Stankovic}}}
+\bibcite{yang2014novel}{{38}{2014{a}}{{Yang and Chin}}{{}}}
+\bibcite{yangnovel}{{39}{2014{b}}{{Yang and Chin}}{{}}}
+\bibcite{Yang2014}{{40}{2014}{{Yang and Liu}}{{}}}
+\bibcite{yick2008wireless}{{41}{2008}{{Yick, Mukherjee, and Ghosal}}{{}}}
+\bibcite{Zhang05}{{42}{2005}{{Zhang and Hou}}{{}}}
+\bibcite{zhou2009variable}{{43}{2009}{{Zhou, Das, and Gupta}}{{}}}
+\bibcite{zorbas2010solving}{{44}{2010}{{Zorbas et~al.}}{{Zorbas, Glynos, Kotzanikolaou, and Douligeris}}}

 \endpage{20}
 \questionmark{}
 \endpage{20}
 \questionmark{}

diff --git a/PeCO-EO/articleeo.bbl b/PeCO-EO/articleeo.bbl
index 2fcd549ddf86e9055d9324f3730f39fc9dd174fd..11a63755317d402c31a108f1d45b09fb31dccbb4 100644 (file)
--- a/PeCO-EO/articleeo.bbl
+++ b/PeCO-EO/articleeo.bbl
@@ -1,4 +1,4 @@
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@@ -190,11 +190,6 @@ Vu, C.~T. 2009. ``Distributed energy-efficient solutions for area coverage
 Wang, Bang. 2011. ``Coverage problems in sensor networks: A survey.'' \emph{ACM
   Computing Surveys (CSUR)} 43 (4): 32--53.
 
 Wang, Bang. 2011. ``Coverage problems in sensor networks: A survey.'' \emph{ACM
   Computing Surveys (CSUR)} 43 (4): 32--53.
 

-\bibitem[Wang et~al.(2014)Wang, Yang, Lin, and Lin]{wang2014keeping}
-Wang, Lei, Jui-Yu Yang, Yu-Yun Lin, and Wei-Jun Lin. 2014. ``Keeping Desired
-  QoS by a Partial Coverage Algorithm for Cluster-Based Wireless Sensor
-  Networks.'' \emph{Journal of Networks} 9 (12): 3221--3229.
-

 \bibitem[Xing, Li, and Wang(2010)]{5714480}
 Xing, Xiaofei, Jie Li, and Guojun Wang. 2010. ``Integer Programming Scheme for
   Target Coverage in Heterogeneous Wireless Sensor Networks.'' In \emph{Mobile
 \bibitem[Xing, Li, and Wang(2010)]{5714480}
 Xing, Xiaofei, Jie Li, and Guojun Wang. 2010. ``Integer Programming Scheme for
   Target Coverage in Heterogeneous Wireless Sensor Networks.'' In \emph{Mobile

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diff --git a/PeCO-EO/articleeo.pdf b/PeCO-EO/articleeo.pdf
index 9d39aa217ca11701cf10995618a15c6b2984adae..753a2da3f6c9a02e94248cf8073261c8d94d9ec8 100644 (file)
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diff --git a/PeCO-EO/articleeo.tex b/PeCO-EO/articleeo.tex
index 5ba7f55932dd982a40e034a21050950216875f02..23f8cb34e4644601deda74a37b67efc05ff5ad6c 100644 (file)
--- a/PeCO-EO/articleeo.tex
+++ b/PeCO-EO/articleeo.tex
@@ -853,26 +853,22 @@ keeping a greater coverage ratio as shown in Figure \ref{figure5}.
 \label{figure6}
 \end{figure} 
 
 \label{figure6}
 \end{figure} 
 

-\subsubsection{\textcolor{blue}{Energy Saving Ratio (ESR)}} 
+\subsubsection{\textcolor{blue}{Energy Saving Ratio}} 

 
 %\textcolor{blue}{In this experiment, we study the energy saving ratio, see Figure~\ref{fig5}, for 200 deployed nodes. 
 %The larger the ratio  is,  the more  redundant sensor  nodes are switched off, and consequently  the longer the  network may  liv%e. }
 
 
 %\textcolor{blue}{In this experiment, we study the energy saving ratio, see Figure~\ref{fig5}, for 200 deployed nodes. 
 %The larger the ratio  is,  the more  redundant sensor  nodes are switched off, and consequently  the longer the  network may  liv%e. }
 

-\textcolor{blue}{The simulation  results show that  our protocol PeCO  allows to
-  efficiently save energy by turning off  some sensors during the sensing phase.
-  As shown in Figure~\ref{fig5}, GAF provides better energy saving than PeCO for
-  the  first fifty  rounds, because  GAF  balances the  energy consumption  among
-  sensor nodes inside each  small fixed grid and thus permits to  extend the life of
-  sensors in  each grid  fairly but  in the same  time turn  on large  number of
-  sensors during sensing  that lead later to quickly  deplete sensor's batteries
-  together. After that  GAF  provide  less energy  saving  compared with  other
-  approaches because of the large number of dead nodes. DESK algorithm shows less
-  energy saving compared with other approaches  due to activate a large number of
-  sensors during the  sensing. DiLCO protocol provides less  energy saving ratio
-  compared with  PeCO because it generally  activate a larger number  of sensor
-  nodes during sensing.  Note that again as the number  of rounds increases PeCO
-  becomes the most  performing one, since it consumes less  energy compared with
-  other approaches.}
+\textcolor{blue}{The  simulation  results  show  that our  protocol  PeCO  saves
+  efficiently energy by  turning off some sensors during the  sensing phase.  As
+  shown in  Figure~\ref{fig5}, GAF provides  better energy saving than  PeCO for
+  the  first fifty  rounds. Indeed  GAF  balances the  energy consumption  among
+  sensor nodes inside each small fixed grid  and thus permits to extend the life
+  of sensors in each grid fairly. However, at  the same time it turns on a large
+  number of sensors and that leads  later to quickly deplete sensor's batteries.
+  DESK algorithm  shows less energy  saving compared with other  approaches.  In
+  comparison  with PeCO,  DiLCO protocol  usually provides  lower energy  saving
+  ratios. Moreover,  it can  be noticed  that after  round fifty,  PeCO protocol
+  exhibits the slowest decrease among all the considered protocols.}

 
 \begin{figure}[h!]
 %\centering
 
 \begin{figure}[h!]
 %\centering


@@ -881,9 +877,7 @@ keeping a greater coverage ratio as shown in Figure \ref{figure5}.
 \includegraphics[scale=0.5]{ESR.eps} %\\~ ~ ~(a)
 \caption{Energy Saving Ratio for 200 deployed nodes}
 \label{fig5}
 \includegraphics[scale=0.5]{ESR.eps} %\\~ ~ ~(a)
 \caption{Energy Saving Ratio for 200 deployed nodes}
 \label{fig5}

-\end{figure} 
-
-
+\end{figure}

 
 \subsubsection{Energy Consumption}
 
 
 \subsubsection{Energy Consumption}
 


@@ -946,7 +940,7 @@ fire application might require complete coverage
 in summer seasons while only require 80$\%$ of the area to be covered in rainy seasons~\citep{li2011transforming}. As another example, birds habit study requires only 70$\%$-coverage at nighttime when the birds are sleeping while requires 100$\%$-coverage at daytime when the birds are active~\citep{1279193}. 
 %Mudflows monitoring applications may require part of the area to be covered in sunny days. Thus, to extend network lifetime, the coverage quality can be decreased if it is acceptable~\citep{wang2014keeping}}. 
  PeCO always  outperforms DiLCO  for the  three  lower coverage  ratios, moreover  the
 in summer seasons while only require 80$\%$ of the area to be covered in rainy seasons~\citep{li2011transforming}. As another example, birds habit study requires only 70$\%$-coverage at nighttime when the birds are sleeping while requires 100$\%$-coverage at daytime when the birds are active~\citep{1279193}. 
 %Mudflows monitoring applications may require part of the area to be covered in sunny days. Thus, to extend network lifetime, the coverage quality can be decreased if it is acceptable~\citep{wang2014keeping}}. 
  PeCO always  outperforms DiLCO  for the  three  lower coverage  ratios, moreover  the

-improvements grow  with the network  size. DiLCO outperforms PeCO when the coverage ratio is required to be $>90\%$, but PeCo extends the network lifetime significantly when coverage ratio can be relaxed.}
+improvements grow  with the network  size. DiLCO outperforms PeCO when the coverage ratio is required to be $>90\%$, but PeCO extends the network lifetime significantly when coverage ratio can be relaxed.}

 %DiLCO  is better for  coverage ratios near 100\%, but  in that case PeCO  is not ineffective for  the smallest network sizes.
 
 \begin{figure}[h!]
 %DiLCO  is better for  coverage ratios near 100\%, but  in that case PeCO  is not ineffective for  the smallest network sizes.
 
 \begin{figure}[h!]