From 2b16e2d89b01a6fdda8ae3ccfe3b8fb7085c4dcb Mon Sep 17 00:00:00 2001 From: Karine Deschinkel Date: Mon, 29 Jun 2015 10:02:30 +0200 Subject: [PATCH] modifs KD --- PeCO-EO/articleeo.log | 113 ++++++++++++++++++++++------------------- PeCO-EO/articleeo.pdf | Bin 746265 -> 746415 bytes PeCO-EO/articleeo.tex | 2 +- PeCO-EO/articleeo.tex~ | 96 ++++++++++++++++++---------------- PeCO-EO/reponse.tex | 2 +- 5 files changed, 116 insertions(+), 97 deletions(-) diff --git a/PeCO-EO/articleeo.log b/PeCO-EO/articleeo.log index a6a177f..f166833 100644 --- a/PeCO-EO/articleeo.log +++ b/PeCO-EO/articleeo.log @@ -1,11 +1,12 @@ -This is pdfTeX, Version 3.14159265-2.6-1.40.15 (TeX Live 2015/dev/Debian) (preloaded format=pdflatex 2015.1.24) 26 JUN 2015 16:36 +This is pdfTeX, Version 3.1415926-2.4-1.40.13 (TeX Live 2012/Debian) (format=pdflatex 2013.9.3) 29 JUN 2015 10:00 entering extended mode restricted \write18 enabled. %&-line parsing enabled. **articleeo.tex (./articleeo.tex -LaTeX2e <2014/05/01> -Babel <3.9l> and hyphenation patterns for 61 languages loaded. +LaTeX2e <2011/06/27> +Babel and hyphenation patterns for english, dumylang, nohyphenation, lo +aded. (./gENO2e.cls Document Class: gENO2e 2013/04/29 v4.1 Engineering Optimization LaTeX2e documen t class @@ -192,7 +193,7 @@ Package: epsfig 1999/02/16 v1.7a (e)psfig emulation (SPQR) Package: graphicx 1999/02/16 v1.0f Enhanced LaTeX Graphics (DPC,SPQR) (/usr/share/texlive/texmf-dist/tex/latex/graphics/keyval.sty -Package: keyval 2014/05/08 v1.15 key=value parser (DPC) +Package: keyval 1999/03/16 v1.13 key=value parser (DPC) \KV@toks@=\toks20 ) (/usr/share/texlive/texmf-dist/tex/latex/graphics/graphics.sty @@ -233,7 +234,7 @@ LaTeX Info: Redefining \cite on input line 694. Package: rotating 1997/09/26, v2.13 Rotation package (/usr/share/texlive/texmf-dist/tex/latex/base/ifthen.sty -Package: ifthen 2014/09/29 v1.1c Standard LaTeX ifthen package (DPC) +Package: ifthen 2001/05/26 v1.1c Standard LaTeX ifthen package (DPC) ) \c@r@tfl@t=\count118 \rot@float@box=\box30 @@ -264,11 +265,21 @@ Package: indentfirst 1995/11/23 v1.03 Indent first paragraph (DPC) Package: algorithm2e 2008/00/00 v3.10 algorithms environments \c@AlgoLine=\count123 (/usr/share/texlive/texmf-dist/tex/latex/tools/xspace.sty -Package: xspace 2014/10/28 v1.13 Space after command names (DPC,MH) +Package: xspace 2009/10/20 v1.13 Space after command names (DPC,MH) ) (/usr/share/texlive/texmf-dist/tex/latex/relsize/relsize.sty -Package: relsize 2013/03/29 ver 4.1 -) +Package: relsize 2011/09/21 ver 4.0 + +Examine \normalsize starts \@setfontsize size may be \@xipt. +Examine \small starts \@setfontsize size may be \@xpt. +Examine \footnotesize starts \@setfontsize size may be \@viiipt. +Examine \large starts \@setfontsize size may be \@xipt. +Examine \Large starts \@setfontsize size may be \@xviipt. +Examine \LARGE starts \@setfontsize size may be \@xviiipt. +Examine \scriptsize starts \@setfontsize size may be \@viipt. +Examine \tiny starts \@setfontsize size may be \@vipt. +Examine \huge starts \@setfontsize size may be \@xxpt. +Examine \Huge starts \@setfontsize size may be \@xxvpt. ) ******************************************************** Package `algorithm2e' Release 4.01 -- december 14 2009 -- - algorithm2e-announce@lirmm.fr mailing list for announcement about releases @@ -397,7 +408,7 @@ LaTeX Font Warning: Font shape `OT1/cmr/bx/it' in size <13> not available LaTeX Font Info: Try loading font information for OML+cmr on input line 24. (/usr/share/texlive/texmf-dist/tex/latex/base/omlcmr.fd -File: omlcmr.fd 2014/09/29 v2.5h Standard LaTeX font definitions +File: omlcmr.fd 1999/05/25 v2.5h Standard LaTeX font definitions ) LaTeX Font Info: Font shape `OML/cmr/m/it' in size <10> not available (Font) Font shape `OML/cmm/m/it' tried instead on input line 24. @@ -408,7 +419,7 @@ LaTeX Font Info: Font shape `OML/cmr/m/it' in size <5> not available LaTeX Font Info: Try loading font information for OMS+cmr on input line 24. (/usr/share/texlive/texmf-dist/tex/latex/base/omscmr.fd -File: omscmr.fd 2014/09/29 v2.5h Standard LaTeX font definitions +File: omscmr.fd 1999/05/25 v2.5h Standard LaTeX font definitions ) LaTeX Font Info: Font shape `OMS/cmr/m/n' in size <10> not available (Font) Font shape `OMS/cmsy/m/n' tried instead on input line 24. @@ -425,12 +436,12 @@ LaTeX Font Warning: Font shape `OMX/cmr/m/n' undefined LaTeX Font Info: Try loading font information for U+msa on input line 24. (/usr/share/texlive/texmf-dist/tex/latex/amsfonts/umsa.fd -File: umsa.fd 2013/01/14 v3.01 AMS symbols A +File: umsa.fd 2009/06/22 v3.00 AMS symbols A ) LaTeX Font Info: Try loading font information for U+msb on input line 24. (/usr/share/texlive/texmf-dist/tex/latex/amsfonts/umsb.fd -File: umsb.fd 2013/01/14 v3.01 AMS symbols B +File: umsb.fd 2009/06/22 v3.00 AMS symbols B ) LaTeX Font Info: Font shape `OML/cmr/m/it' in size <8> not available (Font) Font shape `OML/cmm/m/it' tried instead on input line 24. @@ -547,10 +558,10 @@ LaTeX Font Warning: Font shape `OT1/cmr/bx/sc' undefined (Font) using `OT1/cmr/bx/n' instead on input line 220. Package epstopdf Info: Source file: -(epstopdf) date: 2015-02-20 10:20:43 +(epstopdf) date: 2015-02-20 10:11:12 (epstopdf) size: 358485 bytes (epstopdf) Output file: -(epstopdf) date: 2015-02-20 10:20:45 +(epstopdf) date: 2015-02-20 10:12:43 (epstopdf) size: 78307 bytes (epstopdf) Command: @@ -563,10 +574,10 @@ File: figure1a-eps-converted-to.pdf Graphic file (type pdf) Package pdftex.def Info: figure1a-eps-converted-to.pdf used on input line 268. (pdftex.def) Requested size: 213.39566pt x 202.1362pt. Package epstopdf Info: Source file: -(epstopdf) date: 2015-02-20 10:20:43 +(epstopdf) date: 2015-02-20 10:11:12 (epstopdf) size: 241675 bytes (epstopdf) Output file: -(epstopdf) date: 2015-02-20 10:20:46 +(epstopdf) date: 2015-02-20 10:12:44 (epstopdf) size: 57181 bytes (epstopdf) Command: @@ -629,10 +640,10 @@ Overfull \vbox (701.0pt too high) has occurred while \output is active [] [5 <./figure1a-eps-converted-to.pdf> <./figure1b-eps-converted-to.pdf>] Package epstopdf Info: Source file: -(epstopdf) date: 2015-02-20 10:20:43 +(epstopdf) date: 2015-02-20 10:11:12 (epstopdf) size: 508784 bytes (epstopdf) Output file: -(epstopdf) date: 2015-02-20 10:20:46 +(epstopdf) date: 2015-02-20 10:12:44 (epstopdf) size: 138861 bytes (epstopdf) Command: @@ -646,10 +657,10 @@ File: figure2-eps-converted-to.pdf Graphic file (type pdf) Package pdftex.def Info: figure2-eps-converted-to.pdf used on input line 311. (pdftex.def) Requested size: 398.99872pt x 200.66864pt. Package epstopdf Info: Source file: -(epstopdf) date: 2015-02-20 10:20:43 +(epstopdf) date: 2015-02-20 10:11:12 (epstopdf) size: 196938 bytes (epstopdf) Output file: -(epstopdf) date: 2015-02-20 10:20:47 +(epstopdf) date: 2015-02-20 10:12:45 (epstopdf) size: 48639 bytes (epstopdf) Command: @@ -692,10 +703,10 @@ Overfull \vbox (701.0pt too high) has occurred while \output is active [] [6 <./figure2-eps-converted-to.pdf>] Package epstopdf Info: Source file: -(epstopdf) date: 2015-02-20 10:20:43 +(epstopdf) date: 2015-02-20 10:11:12 (epstopdf) size: 428048 bytes (epstopdf) Output file: -(epstopdf) date: 2015-02-20 10:20:47 +(epstopdf) date: 2015-02-20 10:12:45 (epstopdf) size: 76496 bytes (epstopdf) Command: @@ -886,11 +897,11 @@ Overfull \vbox (701.0pt too high) has occurred while \output is active [] [12] Package epstopdf Info: Source file: -(epstopdf) date: 2015-02-20 10:16:57 +(epstopdf) date: 2015-02-06 11:42:02 (epstopdf) size: 29526 bytes (epstopdf) Output file: -(epstopdf) date: 2015-02-20 10:17:32 -(epstopdf) size: 12679 bytes +(epstopdf) date: 2015-02-20 10:12:46 +(epstopdf) size: 12638 bytes (epstopdf) Command: (epstopdf) \includegraphics on input line 821. @@ -928,11 +939,11 @@ Overfull \vbox (701.0pt too high) has occurred while \output is active [] [13 <./figure5-eps-converted-to.pdf>] Package epstopdf Info: Source file: -(epstopdf) date: 2015-02-20 10:16:57 +(epstopdf) date: 2015-02-06 11:42:02 (epstopdf) size: 29515 bytes (epstopdf) Output file: -(epstopdf) date: 2015-02-20 10:17:32 -(epstopdf) size: 12739 bytes +(epstopdf) date: 2015-02-20 10:12:46 +(epstopdf) size: 12695 bytes (epstopdf) Command: (epstopdf) \includegraphics on input line 840. @@ -945,11 +956,11 @@ File: figure6-eps-converted-to.pdf Graphic file (type pdf) Package pdftex.def Info: figure6-eps-converted-to.pdf used on input line 840. (pdftex.def) Requested size: 242.40503pt x 175.15395pt. Package epstopdf Info: Source file: -(epstopdf) date: 2015-02-20 10:16:57 +(epstopdf) date: 2015-02-06 11:42:02 (epstopdf) size: 24136 bytes (epstopdf) Output file: -(epstopdf) date: 2015-02-20 10:17:32 -(epstopdf) size: 8217 bytes +(epstopdf) date: 2015-02-20 10:12:46 +(epstopdf) size: 8179 bytes (epstopdf) Command: (epstopdf) \includegraphics on input line 864. @@ -962,11 +973,11 @@ File: figure7a-eps-converted-to.pdf Graphic file (type pdf) Package pdftex.def Info: figure7a-eps-converted-to.pdf used on input line 864. (pdftex.def) Requested size: 246.92189pt x 175.15395pt. Package epstopdf Info: Source file: -(epstopdf) date: 2015-02-20 10:16:57 +(epstopdf) date: 2015-02-06 11:42:02 (epstopdf) size: 24138 bytes (epstopdf) Output file: -(epstopdf) date: 2015-02-20 10:17:33 -(epstopdf) size: 8218 bytes +(epstopdf) date: 2015-02-20 10:12:47 +(epstopdf) size: 8180 bytes (epstopdf) Command: (epstopdf) \includegraphics on input line 865. @@ -983,11 +994,11 @@ Package pdftex.def Info: figure7b-eps-converted-to.pdf used on input line 865. LaTeX Warning: `!h' float specifier changed to `!ht'. Package epstopdf Info: Source file: -(epstopdf) date: 2015-02-20 10:16:57 +(epstopdf) date: 2015-02-06 11:42:03 (epstopdf) size: 24103 bytes (epstopdf) Output file: -(epstopdf) date: 2015-02-20 10:17:33 -(epstopdf) size: 8390 bytes +(epstopdf) date: 2015-02-20 10:12:47 +(epstopdf) size: 8351 bytes (epstopdf) Command: (epstopdf) \includegraphics on input line 888. @@ -999,11 +1010,11 @@ File: figure8a-eps-converted-to.pdf Graphic file (type pdf) Package pdftex.def Info: figure8a-eps-converted-to.pdf used on input line 888. (pdftex.def) Requested size: 246.92189pt x 175.15395pt. Package epstopdf Info: Source file: -(epstopdf) date: 2015-02-20 10:16:57 +(epstopdf) date: 2015-02-06 11:42:03 (epstopdf) size: 24855 bytes (epstopdf) Output file: -(epstopdf) date: 2015-02-20 10:17:33 -(epstopdf) size: 8505 bytes +(epstopdf) date: 2015-02-20 10:12:47 +(epstopdf) size: 8466 bytes (epstopdf) Command: (epstopdf) \includegraphics on input line 889. @@ -1045,11 +1056,11 @@ Overfull \vbox (701.0pt too high) has occurred while \output is active [] [14 <./figure6-eps-converted-to.pdf>] Package epstopdf Info: Source file: -(epstopdf) date: 2015-02-20 10:16:57 +(epstopdf) date: 2015-02-06 11:42:03 (epstopdf) size: 27000 bytes (epstopdf) Output file: -(epstopdf) date: 2015-02-20 10:17:33 -(epstopdf) size: 7971 bytes +(epstopdf) date: 2015-02-20 10:12:48 +(epstopdf) size: 7927 bytes (epstopdf) Command: (epstopdf) \includegraphics on input line 909. @@ -1221,13 +1232,13 @@ LaTeX Font Warning: Some font shapes were not available, defaults substituted. ) Here is how much of TeX's memory you used: - 4825 strings out of 493221 - 62834 string characters out of 6141266 - 154149 words of memory out of 5000000 - 8175 multiletter control sequences out of 15000+600000 - 14560 words of font info for 56 fonts, out of 8000000 for 9000 - 1119 hyphenation exceptions out of 8191 - 41i,18n,27p,464b,369s stack positions out of 5000i,500n,10000p,200000b,80000s + 4818 strings out of 495059 + 62762 string characters out of 3182031 + 149121 words of memory out of 3000000 + 7917 multiletter control sequences out of 15000+200000 + 14560 words of font info for 56 fonts, out of 3000000 for 9000 + 14 hyphenation exceptions out of 8191 + 41i,18n,27p,464b,369s stack positions out of 5000i,500n,10000p,200000b,50000s -Output written on articleeo.pdf (19 pages, 746265 bytes). +Output written on articleeo.pdf (19 pages, 746415 bytes). 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\centering -\caption{Energy consumption} +\caption{Power consumption values} \label{tab:EC} \begin{tabular}{|l||cccc|} \hline - {\bf Sensor status} & MCU & Radio & Sensor & {\it Power (mW)} \\ + {\bf Sensor status} & MCU & Radio & Sensing & {\it Power (mW)} \\ \hline LISTENING & On & On & On & 20.05 \\ ACTIVE & On & Off & On & 9.72 \\ @@ -774,9 +772,15 @@ based on the energy model proposed in \citep{ChinhVu}. The modeling language for Mathematical Programming (AMPL)~\citep{AMPL} is used to generate the integer program instance in a standard format, which is then read and solved by the optimization solver GLPK (GNU linear Programming Kit -available in the public domain) \citep{glpk} through a Branch-and-Bound method. - -% No discussion about the execution of GLPK on a sensor ? +available in the public domain) \citep{glpk} through a Branch-and-Bound method. +In practice, executing GLPK on a sensor node is obviously intractable due to the +huge memory use. Fortunately, to solve the optimization problem we could use +commercial solvers like CPLEX \citep{iamigo:cplex} which are less memory +consuming and more efficient, or implement a lightweight heuristic. For example, +for a WSN of 200 sensor nodes, a leader node has to deal with constraints +induced by about 12 sensor nodes. In that case, to solve the optimization +problem a memory consumption of more than 1~MB can be observed with GLPK, +whereas less than 300~kB would be needed with CPLEX. Besides PeCO, three other protocols will be evaluated for comparison purposes. The first one, called DESK, is a fully distributed coverage algorithm @@ -788,15 +792,14 @@ protocol~\citep{Idrees2}, is an improved version of a research work we presented in~\citep{idrees2014coverage}. Let us notice that PeCO and DiLCO protocols are based on the same framework. In particular, the choice for the simulations of a partitioning in 16~subregions was made because it corresponds to the -configuration producing the best results for DiLCO. Of course, this number of subregions sould be adapted according to the size of the area of interest and the number of sensors. - - The protocols are -distinguished from one another by the formulation of the integer program -providing the set of sensors which have to be activated in each sensing -phase. DiLCO protocol tries to satisfy the coverage of a set of primary points, -whereas PeCO protocol objective is to reach a desired level of coverage for each -sensor perimeter. In our experimentations, we chose a level of coverage equal to -one ($l=1$). +configuration producing the best results for DiLCO. Of course, this number of +subregions should be adapted according to the size of the area of interest and +the number of sensors. The protocols are distinguished from one another by the +formulation of the integer program providing the set of sensors which have to be +activated in each sensing phase. DiLCO protocol tries to satisfy the coverage of +a set of primary points, whereas PeCO protocol objective is to reach a desired +level of coverage for each sensor perimeter. In our experimentations, we chose a +level of coverage equal to one ($l=1$). \subsubsection{Coverage Ratio} @@ -804,13 +807,13 @@ Figure~\ref{figure5} shows the average coverage ratio for 200 deployed nodes obtained with the four protocols. DESK, GAF, and DiLCO provide a slightly better coverage ratio with respectively 99.99\%, 99.91\%, and 99.02\%, compared to the 98.76\% produced by PeCO for the first periods. This is due to the fact that at -the beginning PeCO protocol puts to sleep status more redundant sensors (which -slightly decreases the coverage ratio), while the three other protocols activate -more sensor nodes. Later, when the number of periods is beyond~70, it clearly -appears that PeCO provides a better coverage ratio and keeps a coverage ratio -greater than 50\% for longer periods (15 more compared to DiLCO, 40 more -compared to DESK). The energy saved by PeCO in the early periods allows later a -substantial increase of the coverage performance. +the beginning DiLCO and PeCO protocols put to sleep status more redundant +sensors (which slightly decreases the coverage ratio), while the two other +protocols activate more sensor nodes. Later, when the number of periods is +beyond~70, it clearly appears that PeCO provides a better coverage ratio and +keeps a coverage ratio greater than 50\% for longer periods (15 more compared to +DiLCO, 40 more compared to DESK). The energy saved by PeCO in the early periods +allows later a substantial increase of the coverage performance. \parskip 0pt \begin{figure}[h!] @@ -974,8 +977,13 @@ views. Finally, it would be interesting to implement PeCO protocol using a sensor-testbed to evaluate it in real world applications. -\subsection{Acknowledgements} -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 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). +\subsection*{Acknowledgements} +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 +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). \bibliographystyle{gENO} \bibliography{biblio} %articleeo diff --git a/PeCO-EO/reponse.tex b/PeCO-EO/reponse.tex index 02e456e..9d11094 100644 --- a/PeCO-EO/reponse.tex +++ b/PeCO-EO/reponse.tex @@ -169,7 +169,7 @@ suggest using the journals template to adjust them for overall consistency.\\ WSN. Each paragraph of this Section discusses the literature related to a particular aspect of the problem : 1. types of coverage, 2. types of scheme, 3. centralized versus distributed protocols, 4. optimization method. At the - end of each paragraph we position our approach.}}\\ + end of each paragraph we position our approach. We have also added a last paragraph about our previous work on DilCO protocol to explain the difference with PeCO. }}\\ \noindent {\bf 7.} The methodology is implemented in OMNeT++ (network simulator) and tested against 2 existing algorithms and a previously developed method by -- 2.39.5