From 014e854a02c1df7761fd67f873bc01a4d3fb204f Mon Sep 17 00:00:00 2001 From: Karine Deschinkel Date: Tue, 29 Sep 2015 10:03:24 +0200 Subject: [PATCH 1/1] ok --- PeCO-EO/articleeo.aux | 71 +++++------ PeCO-EO/articleeo.bbl | 19 ++- PeCO-EO/articleeo.blg | 65 +++++----- PeCO-EO/articleeo.log | 221 +++++++++++++++++----------------- PeCO-EO/articleeo.pdf | Bin 764420 -> 763694 bytes PeCO-EO/articleeo.tex | 31 +++-- PeCO-EO/articleeo.tex~ | 263 +++++++++++++++++++++++------------------ PeCO-EO/reponse2.tex | 4 +- 8 files changed, 368 insertions(+), 306 deletions(-) diff --git a/PeCO-EO/articleeo.aux b/PeCO-EO/articleeo.aux index 174ae9d..07cbb3d 100644 --- a/PeCO-EO/articleeo.aux +++ b/PeCO-EO/articleeo.aux @@ -70,31 +70,31 @@ \newlabel{figure5}{{5}{14}} \newlabel{figure6}{{6}{14}} \@writefile{toc}{\contentsline {subsubsection}{\numberline {5.2.3}\leavevmode {\color {blue}Energy Saving Ratio (ESR)}}{14}} -\newlabel{fig5}{{7}{14}} -\@writefile{toc}{\contentsline {subsubsection}{\numberline {5.2.4}Energy Consumption}{15}} -\newlabel{figure7}{{8}{15}} -\@writefile{toc}{\contentsline {subsubsection}{\numberline {5.2.5}Network Lifetime}{15}} \citation{li2011transforming} \citation{vu2009universal} \citation{wang2014keeping} -\newlabel{figure8}{{9}{16}} +\newlabel{fig5}{{7}{15}} +\@writefile{toc}{\contentsline {subsubsection}{\numberline {5.2.4}Energy Consumption}{15}} +\@writefile{toc}{\contentsline {subsubsection}{\numberline {5.2.5}Network Lifetime}{15}} +\newlabel{figure7}{{8}{16}} +\@writefile{toc}{\contentsline {subsubsection}{\numberline {5.2.6}Impact of $\alpha $ and $\beta $ on PeCO's performance}{16}} +\newlabel{sec:Impact}{{5.2.6}{16}} +\newlabel{figure8}{{9}{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}} +\@writefile{toc}{\contentsline {section}{\numberline {6}Conclusion and Future Works}{17}} +\newlabel{sec:Conclusion and Future Works}{{6}{17}} \bibstyle{gENO} -\bibdata{articleeo} +\bibdata{biblio} \bibcite{akyildiz2002wireless}{{1}{2002}{{Akyildiz et~al.}}{{Akyildiz, Su, Sankarasubramaniam, and Cayirci}}} \bibcite{anastasi2009energy}{{2}{2009}{{Anastasi et~al.}}{{Anastasi, Conti, Di~Francesco, and Passarella}}} \bibcite{berman04}{{3}{2004}{{Berman and Calinescu}}{{}}} \bibcite{cardei2005improving}{{4}{2005}{{Cardei and Du}}{{}}} \bibcite{cardei2005energy}{{5}{2005}{{Cardei et~al.}}{{Cardei, Thai, Li, and Wu}}} +\newlabel{my-labelx}{{4}{18}} \bibcite{castano2013column}{{6}{2014}{{Casta{\~n}o et~al.}}{{Casta{\~n}o, Rossi, Sevaux, and Velasco}}} \bibcite{iamigo:cplex}{{7}{2010}{{CPLEX}}{{}}} \bibcite{Deng2012}{{8}{2012}{{Deng, Jiguo~Yu, and Chen}}{{}}} \bibcite{deschinkel2012column}{{9}{2012}{{Deschinkel}}{{}}} -\@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}}{{}}} @@ -105,28 +105,31 @@ \bibcite{kim2013maximum}{{17}{2013}{{Kim and Cobb}}{{}}} \bibcite{0031-9155-44-1-012}{{18}{1999}{{Lee et~al.}}{{Lee, Gallagher, Silvern, Wuu, and Zaider}}} \bibcite{li2013survey}{{19}{2013}{{Li and Vasilakos}}{{}}} -\bibcite{ling2009energy}{{20}{2009}{{Ling and Znati}}{{}}} -\bibcite{glpk}{{21}{2012}{{Makhorin}}{{}}} -\bibcite{Misra}{{22}{2011}{{Misra, Kumar, and Obaidat}}{{}}} -\bibcite{pc10}{{23}{2010}{{Padmavathy and Chitra}}{{}}} -\bibcite{puccinelli2005wireless}{{24}{2005}{{Puccinelli and Haenggi}}{{}}} -\bibcite{pujari2011high}{{25}{2011}{{Pujari}}{{}}} -\bibcite{qu2013distributed}{{26}{2013}{{Qu and Georgakopoulos}}{{}}} -\bibcite{rault2014energy}{{27}{2014}{{Rault, Bouabdallah, and Challal}}{{}}} -\bibcite{doi:10.1080/0305215X.2012.687732}{{28}{2013}{{Singh, Rossi, and Sevaux}}{{}}} -\bibcite{varga}{{29}{2003}{{Varga}}{{}}} -\bibcite{ChinhVu}{{30}{2006}{{Vu et~al.}}{{Vu, Gao, Deshmukh, and Li}}} -\bibcite{chin2007}{{31}{2009}{{Vu}}{{}}} -\bibcite{wang2011coverage}{{32}{2011}{{Wang}}{{}}} -\bibcite{5714480}{{33}{2010}{{Xing, Li, and Wang}}{{}}} -\bibcite{xu2001geography}{{34}{2001}{{Xu, Heidemann, and Estrin}}{{}}} -\bibcite{yan2008design}{{35}{2008}{{Yan et~al.}}{{Yan, Gu, He, and Stankovic}}} -\bibcite{yang2014novel}{{36}{2014{a}}{{Yang and Chin}}{{}}} -\bibcite{yangnovel}{{37}{2014{b}}{{Yang and Chin}}{{}}} -\bibcite{Yang2014}{{38}{2014}{{Yang and Liu}}{{}}} -\bibcite{yick2008wireless}{{39}{2008}{{Yick, Mukherjee, and Ghosal}}{{}}} -\bibcite{Zhang05}{{40}{2005}{{Zhang and Hou}}{{}}} -\bibcite{zhou2009variable}{{41}{2009}{{Zhou, Das, and Gupta}}{{}}} -\bibcite{zorbas2010solving}{{42}{2010}{{Zorbas et~al.}}{{Zorbas, Glynos, Kotzanikolaou, and Douligeris}}} +\bibcite{li2011transforming}{{20}{2011}{{Li et~al.}}{{Li, Vu, Ai, Chen, and Zhao}}} +\bibcite{ling2009energy}{{21}{2009}{{Ling and Znati}}{{}}} +\bibcite{glpk}{{22}{2012}{{Makhorin}}{{}}} +\bibcite{Misra}{{23}{2011}{{Misra, Kumar, and Obaidat}}{{}}} +\bibcite{pc10}{{24}{2010}{{Padmavathy and Chitra}}{{}}} +\bibcite{puccinelli2005wireless}{{25}{2005}{{Puccinelli and Haenggi}}{{}}} +\bibcite{pujari2011high}{{26}{2011}{{Pujari}}{{}}} +\bibcite{qu2013distributed}{{27}{2013}{{Qu and Georgakopoulos}}{{}}} +\bibcite{rault2014energy}{{28}{2014}{{Rault, Bouabdallah, and Challal}}{{}}} +\bibcite{doi:10.1080/0305215X.2012.687732}{{29}{2013}{{Singh, Rossi, and Sevaux}}{{}}} +\bibcite{varga}{{30}{2003}{{Varga}}{{}}} +\bibcite{vu2009universal}{{31}{2009}{{Vu et~al.}}{{Vu, Chen, Zhao, and Li}}} +\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}}{{}}} +\bibcite{Zhang05}{{43}{2005}{{Zhang and Hou}}{{}}} +\bibcite{zhou2009variable}{{44}{2009}{{Zhou, Das, and Gupta}}{{}}} +\bibcite{zorbas2010solving}{{45}{2010}{{Zorbas et~al.}}{{Zorbas, Glynos, Kotzanikolaou, and Douligeris}}} \endpage{20} \questionmark{} diff --git a/PeCO-EO/articleeo.bbl b/PeCO-EO/articleeo.bbl index dd24431..412c38f 100644 --- a/PeCO-EO/articleeo.bbl +++ b/PeCO-EO/articleeo.bbl @@ -1,4 +1,4 @@ -\begin{thebibliography}{42} +\begin{thebibliography}{45} \newcommand{\enquote}[1]{``#1''} \providecommand{\natexlab}[1]{#1} \providecommand{\url}[1]{\normalfont{#1}} @@ -115,6 +115,12 @@ Li, Mo, and Athanasios~V Vasilakos. 2013. ``A Survey on Topology Control in Wireless Sensor Networks: Taxonomy, Comparative Study, and Open Issues.'' \emph{Proceedings of the IEEE} 101 (12): 2538--2557. +\bibitem[Li et~al.(2011)Li, Vu, Ai, Chen, and Zhao]{li2011transforming} +Li, Yingshu, Chinh Vu, Chunyu Ai, Guantao Chen, and Yi~Zhao. 2011. + ``Transforming complete coverage algorithms to partial coverage algorithms + for wireless sensor networks.'' \emph{IEEE Transactions on Parallel and + Distributed Systems} 22 (4): 695--703. + \bibitem[Ling and Znati(2009)]{ling2009energy} Ling, Hui, and Taieb Znati. 2009. ``Energy efficient adaptive sensing for dynamic coverage in wireless sensor networks.'' In \emph{Wireless @@ -165,6 +171,12 @@ Singh, Alok, André Rossi, and Marc Sevaux. 2013. ``Metaheuristic approaches Varga, A. 2003. ``OMNeT++ Discrete Event Simulation System.'' \emph{Available: http://www.omnetpp.org} . +\bibitem[Vu et~al.(2009)Vu, Chen, Zhao, and Li]{vu2009universal} +Vu, Chinh, Guantao Chen, Yi~Zhao, and Yingshu Li. 2009. ``A universal framework + for partial coverage in Wireless Sensor Networks.'' In \emph{Performance + Computing and Communications Conference (IPCCC), 2009 IEEE 28th + International,} 1--8. IEEE. + \bibitem[Vu et~al.(2006)Vu, Gao, Deshmukh, and Li]{ChinhVu} Vu, Chinh, Shan Gao, Wiwek Deshmukh, and Yingshu Li. 2006. ``Distributed Energy-Efficient Scheduling Approach for K-Coverage in Wireless Sensor @@ -180,6 +192,11 @@ 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. +\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.'' 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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!] \centering \includegraphics[scale=0.55]{figure9.eps} @@ -916,17 +944,17 @@ sizes. Table~\ref{my-labelx} shows network lifetime results for different values of $\alpha$ and $\beta$, and a network size equal to 200 sensor nodes. On the one -hand, the choice of $\beta \gg \alpha$ prevents the overcoverage, and so limit -the activation of a large number of sensors, but as $\alpha$ is low, some areas -may be poorly covered. This explains the results obtained for {\it Lifetime50} -with $\beta \gg \alpha$: a large number of periods with low coverage ratio. On -the other hand, when we choose $\alpha \gg \beta$, we favor the coverage even if -some areas may be overcovered, so high coverage ratio is reached, but a large -number of sensors are activated to achieve this goal. Therefore network -lifetime is reduced. The choice $\alpha=0.6$ and $\beta=0.4$ seems to achieve -the best compromise between lifetime and coverage ratio. That explains why we -have chosen this setting for the experiments presented in the previous -subsections. +hand, the choice of $\beta \gg \alpha$ prevents the overcoverage, and also +limits the activation of a large number of sensors, but as $\alpha$ is low, some +areas may be poorly covered. This explains the results obtained for +$Lifetime_{50}$ with $\beta \gg \alpha$: a large number of periods with low +coverage ratio. On the other hand, when we choose $\alpha \gg \beta$, we favor +the coverage even if some areas may be overcovered, so a high coverage ratio is +reached, but a large number of sensors are activated to achieve this goal. +Therefore the network lifetime is reduced. The choice $\alpha=0.6$ and +$\beta=0.4$ seems to achieve the best compromise between lifetime and coverage +ratio. That explains why we have chosen this setting for the experiments +presented in the previous subsections. %As can be seen in Table~\ref{my-labelx}, it is obvious and clear that when $\alpha$ decreased and $\beta$ increased by any step, the network lifetime for $Lifetime_{50}$ increased and the $Lifetime_{95}$ decreased. Therefore, selecting the values of $\alpha$ and $\beta$ depend on the application type used in the sensor nework. In PeCO protocol, $\alpha$ and $\beta$ are chosen based on the largest value of network lifetime for $Lifetime_{95}$. @@ -973,19 +1001,18 @@ lifetime, coverage ratio, active sensors ratio, and energy consumption. We plan to extend our framework so that the schedules are planned for multiple sensing periods. We also want to improve the integer program to take into account heterogeneous sensors from both energy and node characteristics point of -views. Finally, it would be interesting to implement PeCO protocol using a +views. Finally, it would be interesting to implement the PeCO protocol using a sensor-testbed to evaluate it in real world applications. - -\subsection*{Acknowledgements} +\subsection*{Acknowledgments} The authors are deeply grateful to the anonymous reviewers for their constructive advice, which improved the technical quality of the paper. As a -Ph.D. student, Ali Kadhum IDREES would like to gratefully acknowledge the +Ph.D. student, Ali Kadhum Idrees would like to gratefully acknowledge the University of Babylon - Iraq for financial support and Campus France for the received support. This work is also partially funded by the Labex ACTION program -(contract ANR-11-LABX-01-01). - +(contract ANR-11-LABX-01-01). + \bibliographystyle{gENO} -\bibliography{biblio} %articleeo +\bibliography{biblio} % biblio \end{document} diff --git a/PeCO-EO/reponse2.tex b/PeCO-EO/reponse2.tex index 137f819..7141bae 100644 --- a/PeCO-EO/reponse2.tex +++ b/PeCO-EO/reponse2.tex @@ -65,7 +65,7 @@ cooperate and make these decisions was not discussed.\\ \textcolor{red}{\textbf{\textsc{Reviewer's response:} I see at the end of page 8 the description of the INFO packet. However, you are not including any description of the position coordinates, remaining energy, sensor node ID, etc. in the write up. I suggest adding this into the write up to make the communication clear.}}\\ -\textcolor{green}{\textbf{\textsc{Answer:} Right, we have included more description about the INFO packet and the ActiveSleep packet into the write up at the end of page 8}}\\ +\textcolor{green}{\textbf{\textsc{Answer:} Right, we have included more description about the INFO packet and the ActiveSleep packet into the write up at the end of section~3.}}\\ \noindent {\bf 7.} The methodology is implemented in OMNeT++ (network simulator) and tested against 2 existing algorithms and a previously developed method by @@ -88,7 +88,7 @@ methodologies you have developed. Could you include some other measure that show PeCO is better? Maybe include computation time or something that is as convincing as the energy consumed per sensor.}} -\textcolor{green}{\textbf{\textsc{Answer:} In fact, we included a new performance metric that linked to the energy, called Energy Saving Ratio (ESR). We added new section in the result part related to this performance metric that shows our PeCO protocol provides better energy saving compared with other approaches.}}\\ +\textcolor{green}{\textbf{\textsc{Answer:} In fact, we defined in section 5.1 a new performance metric linked to the energy, called Energy Saving Ratio (ESR). We added a new section (5.2.3) in the result part related to this performance metric which shows that our PeCO protocol provides better energy saving compared with other approaches.}}\\ -- 2.39.5