X-Git-Url: https://bilbo.iut-bm.univ-fcomte.fr/and/gitweb/ThesisAli.git/blobdiff_plain/75414a79b79e596919eb822c0b19b0f3ba3d6364..684317c66745a48decd4e6f33d01c2f6ef100819:/Thesis.toc diff --git a/Thesis.toc b/Thesis.toc index adad8b4..6385014 100644 --- a/Thesis.toc +++ b/Thesis.toc @@ -9,8 +9,8 @@ \contentsline {chapter}{Introduction }{19}{chapter*.8} \contentsline {section}{1. General Introduction }{19}{section*.9} \contentsline {section}{2. Motivation of the Dissertation }{20}{section*.10} -\contentsline {section}{4. Main Contributions of this Dissertation}{20}{section*.11} -\contentsline {section}{5. Dissertation Outline}{21}{section*.12} +\contentsline {section}{3. Main Contributions of this Dissertation}{20}{section*.11} +\contentsline {section}{4. Dissertation Outline}{21}{section*.12} \contentsline {part}{I\hspace {1em}Scientific Background}{23}{part.1} \contentsline {chapter}{\numberline {1}Wireless Sensor Networks}{25}{chapter.1} \contentsline {section}{\numberline {1.1}Introduction}{25}{section.1.1} @@ -50,57 +50,57 @@ \contentsline {section}{\numberline {3.1}Introduction}{61}{section.3.1} \contentsline {section}{\numberline {3.2}Evaluation Tools}{61}{section.3.2} \contentsline {subsection}{\numberline {3.2.1}Testbed Tools}{62}{subsection.3.2.1} -\contentsline {subsection}{\numberline {3.2.2}Simulation Tools}{63}{subsection.3.2.2} -\contentsline {section}{\numberline {3.3}Optimization Solvers}{68}{section.3.3} -\contentsline {section}{\numberline {3.4}Conclusion}{71}{section.3.4} -\contentsline {part}{II\hspace {1em}Contributions}{73}{part.2} -\contentsline {chapter}{\numberline {4}Distributed Lifetime Coverage Optimization Protocol in Wireless Sensor Networks}{75}{chapter.4} -\contentsline {section}{\numberline {4.1}Introduction}{75}{section.4.1} -\contentsline {section}{\numberline {4.2}Description of the DiLCO Protocol}{76}{section.4.2} -\contentsline {subsection}{\numberline {4.2.1}Assumptions and Network Model}{76}{subsection.4.2.1} -\contentsline {subsection}{\numberline {4.2.2}Primary Point Coverage Model}{77}{subsection.4.2.2} -\contentsline {subsection}{\numberline {4.2.3}Main Idea}{79}{subsection.4.2.3} -\contentsline {subsubsection}{\numberline {4.2.3.1}Information Exchange Phase}{79}{subsubsection.4.2.3.1} -\contentsline {subsubsection}{\numberline {4.2.3.2}Leader Election Phase}{79}{subsubsection.4.2.3.2} -\contentsline {subsubsection}{\numberline {4.2.3.3}Decision phase}{80}{subsubsection.4.2.3.3} -\contentsline {subsubsection}{\numberline {4.2.3.4}Sensing phase}{80}{subsubsection.4.2.3.4} -\contentsline {section}{\numberline {4.3}Primary Points based Coverage Problem Formulation}{80}{section.4.3} -\contentsline {section}{\numberline {4.4}Simulation Results and Analysis}{82}{section.4.4} -\contentsline {subsection}{\numberline {4.4.1}Simulation Framework}{82}{subsection.4.4.1} -\contentsline {subsection}{\numberline {4.4.2}Modeling Language and Optimization Solver}{83}{subsection.4.4.2} -\contentsline {subsection}{\numberline {4.4.3}Energy Consumption Model}{83}{subsection.4.4.3} -\contentsline {subsection}{\numberline {4.4.4}Performance Metrics}{84}{subsection.4.4.4} -\contentsline {subsection}{\numberline {4.4.5}Performance Analysis for Different Number of Subregions}{85}{subsection.4.4.5} -\contentsline {subsection}{\numberline {4.4.6}Performance Analysis for Different Number of Primary Points}{90}{subsection.4.4.6} -\contentsline {subsection}{\numberline {4.4.7}Performance Comparison with other Approaches}{95}{subsection.4.4.7} -\contentsline {section}{\numberline {4.5}Conclusion}{101}{section.4.5} -\contentsline {chapter}{\numberline {5}Multiround Distributed Lifetime Coverage Optimization Protocol in Wireless Sensor Networks}{103}{chapter.5} -\contentsline {section}{\numberline {5.1}Introduction}{103}{section.5.1} -\contentsline {section}{\numberline {5.2}MuDiLCO Protocol Description}{104}{section.5.2} -\contentsline {subsection}{\numberline {5.2.1}Background Idea and Algorithm}{104}{subsection.5.2.1} -\contentsline {section}{\numberline {5.3}Primary Points based Multiround Coverage Problem Formulation}{105}{section.5.3} -\contentsline {section}{\numberline {5.4}Experimental Study and Analysis}{107}{section.5.4} -\contentsline {subsection}{\numberline {5.4.1}Simulation Setup}{107}{subsection.5.4.1} -\contentsline {subsection}{\numberline {5.4.2}Metrics}{108}{subsection.5.4.2} -\contentsline {subsection}{\numberline {5.4.3}Results Analysis and Comparison }{109}{subsection.5.4.3} -\contentsline {section}{\numberline {5.5}Conclusion}{114}{section.5.5} -\contentsline {chapter}{\numberline {6}Perimeter-based Coverage Optimization to Improve Lifetime in Wireless Sensor Networks}{117}{chapter.6} -\contentsline {section}{\numberline {6.1}Introduction}{117}{section.6.1} -\contentsline {section}{\numberline {6.2}The PeCO Protocol Description}{118}{section.6.2} -\contentsline {subsection}{\numberline {6.2.1}Assumptions and Models}{118}{subsection.6.2.1} -\contentsline {subsection}{\numberline {6.2.2}The Main Idea}{121}{subsection.6.2.2} -\contentsline {subsection}{\numberline {6.2.3}PeCO Protocol Algorithm}{121}{subsection.6.2.3} -\contentsline {section}{\numberline {6.3}Perimeter-based Coverage Problem Formulation}{122}{section.6.3} -\contentsline {section}{\numberline {6.4}Performance Evaluation and Analysis}{124}{section.6.4} -\contentsline {subsection}{\numberline {6.4.1}Simulation Settings}{124}{subsection.6.4.1} -\contentsline {subsection}{\numberline {6.4.2}Simulation Results}{125}{subsection.6.4.2} -\contentsline {subsubsection}{\numberline {6.4.2.1}Coverage Ratio}{126}{subsubsection.6.4.2.1} -\contentsline {subsubsection}{\numberline {6.4.2.2}Active Sensors Ratio}{126}{subsubsection.6.4.2.2} -\contentsline {subsubsection}{\numberline {6.4.2.3}The Energy Consumption}{127}{subsubsection.6.4.2.3} -\contentsline {subsubsection}{\numberline {6.4.2.4}The Network Lifetime}{127}{subsubsection.6.4.2.4} -\contentsline {section}{\numberline {6.5}Conclusion}{130}{section.6.5} -\contentsline {part}{III\hspace {1em}Conclusion and Perspectives}{131}{part.3} -\contentsline {chapter}{\numberline {7}Conclusion and Perspectives}{133}{chapter.7} -\contentsline {section}{\numberline {7.1}Conclusion}{133}{section.7.1} -\contentsline {section}{\numberline {7.2}Perspectives}{134}{section.7.2} -\contentsline {part}{Bibliographie}{150}{chapter*.13} +\contentsline {subsection}{\numberline {3.2.2}Simulation Tools}{64}{subsection.3.2.2} +\contentsline {section}{\numberline {3.3}Optimization Solvers}{66}{section.3.3} +\contentsline {section}{\numberline {3.4}Conclusion}{70}{section.3.4} +\contentsline {part}{II\hspace {1em}Contributions}{71}{part.2} +\contentsline {chapter}{\numberline {4}Distributed Lifetime Coverage Optimization Protocol}{73}{chapter.4} +\contentsline {section}{\numberline {4.1}Introduction}{73}{section.4.1} +\contentsline {section}{\numberline {4.2}Description of the DiLCO Protocol}{74}{section.4.2} +\contentsline {subsection}{\numberline {4.2.1}Assumptions and Network Model}{74}{subsection.4.2.1} +\contentsline {subsection}{\numberline {4.2.2}Primary Point Coverage Model}{75}{subsection.4.2.2} +\contentsline {subsection}{\numberline {4.2.3}Main Idea}{75}{subsection.4.2.3} +\contentsline {subsubsection}{\numberline {4.2.3.1}Information Exchange Phase}{77}{subsubsection.4.2.3.1} +\contentsline {subsubsection}{\numberline {4.2.3.2}Leader Election Phase}{77}{subsubsection.4.2.3.2} +\contentsline {subsubsection}{\numberline {4.2.3.3}Decision phase}{78}{subsubsection.4.2.3.3} +\contentsline {subsubsection}{\numberline {4.2.3.4}Sensing phase}{78}{subsubsection.4.2.3.4} +\contentsline {section}{\numberline {4.3}Coverage Problem Formulation}{79}{section.4.3} +\contentsline {section}{\numberline {4.4}Simulation Results and Analysis}{80}{section.4.4} +\contentsline {subsection}{\numberline {4.4.1}Simulation Framework}{80}{subsection.4.4.1} +\contentsline {subsection}{\numberline {4.4.2}Modeling Language and Optimization Solver}{80}{subsection.4.4.2} +\contentsline {subsection}{\numberline {4.4.3}Energy Consumption Model}{81}{subsection.4.4.3} +\contentsline {subsection}{\numberline {4.4.4}Performance Metrics}{81}{subsection.4.4.4} +\contentsline {subsection}{\numberline {4.4.5}Performance Analysis for Different Number of Subregions}{83}{subsection.4.4.5} +\contentsline {subsection}{\numberline {4.4.6}Performance Analysis for Different Number of Primary Points}{89}{subsection.4.4.6} +\contentsline {subsection}{\numberline {4.4.7}Performance Comparison with other Approaches}{93}{subsection.4.4.7} +\contentsline {section}{\numberline {4.5}Conclusion}{100}{section.4.5} +\contentsline {chapter}{\numberline {5}Multiround Distributed Lifetime Coverage Optimization Protocol}{101}{chapter.5} +\contentsline {section}{\numberline {5.1}Introduction}{101}{section.5.1} +\contentsline {section}{\numberline {5.2}Description of the MuDiLCO Protocol }{101}{section.5.2} +\contentsline {section}{\numberline {5.3}Primary Points based Multiround Coverage Problem Formulation}{103}{section.5.3} +\contentsline {section}{\numberline {5.4}Experimental Study and Analysis}{104}{section.5.4} +\contentsline {subsection}{\numberline {5.4.1}Simulation Setup}{104}{subsection.5.4.1} +\contentsline {subsection}{\numberline {5.4.2}Metrics}{104}{subsection.5.4.2} +\contentsline {subsection}{\numberline {5.4.3}Results Analysis and Comparison }{105}{subsection.5.4.3} +\contentsline {section}{\numberline {5.5}Conclusion}{112}{section.5.5} +\contentsline {chapter}{\numberline {6} Perimeter-based Coverage Optimization to Improve Lifetime in WSNs}{113}{chapter.6} +\contentsline {section}{\numberline {6.1}Introduction}{113}{section.6.1} +\contentsline {section}{\numberline {6.2}Description of the PeCO Protocol}{113}{section.6.2} +\contentsline {subsection}{\numberline {6.2.1}Assumptions and Models}{113}{subsection.6.2.1} +\contentsline {subsection}{\numberline {6.2.2}PeCO Protocol Algorithm}{116}{subsection.6.2.2} +\contentsline {section}{\numberline {6.3}Perimeter-based Coverage Problem Formulation}{118}{section.6.3} +\contentsline {section}{\numberline {6.4}Performance Evaluation and Analysis}{119}{section.6.4} +\contentsline {subsection}{\numberline {6.4.1}Simulation Settings}{119}{subsection.6.4.1} +\contentsline {subsection}{\numberline {6.4.2}Simulation Results}{120}{subsection.6.4.2} +\contentsline {subsubsection}{\numberline {6.4.2.1}Coverage Ratio}{120}{subsubsection.6.4.2.1} +\contentsline {subsubsection}{\numberline {6.4.2.2}Active Sensors Ratio}{120}{subsubsection.6.4.2.2} +\contentsline {subsubsection}{\numberline {6.4.2.3}Energy Consumption}{121}{subsubsection.6.4.2.3} +\contentsline {subsubsection}{\numberline {6.4.2.4}Network Lifetime}{121}{subsubsection.6.4.2.4} +\contentsline {subsubsection}{\numberline {6.4.2.5}Impact of $\alpha $ and $\beta $ on PeCO's performance}{122}{subsubsection.6.4.2.5} +\contentsline {section}{\numberline {6.5}Conclusion}{126}{section.6.5} +\contentsline {part}{III\hspace {1em}Conclusion and Perspectives}{127}{part.3} +\contentsline {chapter}{\numberline {7}Conclusion and Perspectives}{129}{chapter.7} +\contentsline {section}{\numberline {7.1}Conclusion}{129}{section.7.1} +\contentsline {section}{\numberline {7.2}Perspectives}{130}{section.7.2} +\contentsline {part}{Publications}{133}{chapter*.13} +\contentsline {part}{Bibliographie}{148}{chapter*.17}