X-Git-Url: https://bilbo.iut-bm.univ-fcomte.fr/and/gitweb/ThesisAli.git/blobdiff_plain/3d06a5c3f39989cad3f899ea07b088a5e8f3716b..39f66164c5b581dc95a199af18b58643b7c7a11b:/Thesis.toc?ds=inline diff --git a/Thesis.toc b/Thesis.toc index c8c75e6..60e32f1 100644 --- a/Thesis.toc +++ b/Thesis.toc @@ -1,106 +1,105 @@ \select@language {english} -\contentsline {chapter}{Table of Contents}{4}{chapter*.1} -\contentsline {chapter}{List of Figures}{6}{chapter*.2} -\contentsline {chapter}{List of Tables}{7}{chapter*.3} -\contentsline {chapter}{List of Algorithms}{9}{chapter*.4} -\contentsline {chapter}{Introduction }{11}{chapter*.5} -\contentsline {section}{1. General Introduction }{11}{section*.6} -\contentsline {section}{2. Motivation of the Dissertation }{12}{section*.7} -\contentsline {section}{3. The Objective of this Dissertation}{12}{section*.8} -\contentsline {section}{4. Main Contributions of this Dissertation}{12}{section*.9} -\contentsline {section}{5. Dissertation Outline}{14}{section*.10} -\contentsline {part}{I\hspace {1em}Scientific Background}{15}{part.1} -\contentsline {chapter}{\numberline {1}Wireless Sensor Networks}{17}{chapter.1} -\contentsline {section}{\numberline {1.1}Introduction}{17}{section.1.1} -\contentsline {section}{\numberline {1.2}Wireless Sensor Network Architecture}{18}{section.1.2} -\contentsline {section}{\numberline {1.3}Types of Wireless Sensor Networks}{20}{section.1.3} -\contentsline {section}{\numberline {1.4}Wireless Sensor Network Applications}{22}{section.1.4} -\contentsline {section}{\numberline {1.5}The Main Challenges in Wireless Sensor Networks}{25}{section.1.5} -\contentsline {section}{\numberline {1.6}Energy-Efficient Mechanisms in Wireless Sensor Networks}{27}{section.1.6} -\contentsline {subsection}{\numberline {1.6.1}Energy-Efficient Routing}{27}{subsection.1.6.1} -\contentsline {subsubsection}{\numberline {1.6.1.1}Routing Metric based on Residual Energy}{27}{subsubsection.1.6.1.1} -\contentsline {subsubsection}{\numberline {1.6.1.2}Multipath Routing}{28}{subsubsection.1.6.1.2} -\contentsline {subsection}{\numberline {1.6.2}Cluster Architectures}{28}{subsection.1.6.2} -\contentsline {subsection}{\numberline {1.6.3}Scheduling Schemes}{28}{subsection.1.6.3} -\contentsline {subsubsection}{\numberline {1.6.3.1}Wake up Scheduling Schemes}{29}{subsubsection.1.6.3.1} -\contentsline {subsubsection}{\numberline {1.6.3.2}Topology Control Schemes}{31}{subsubsection.1.6.3.2} -\contentsline {subsection}{\numberline {1.6.4}Data-Driven Schemes}{32}{subsection.1.6.4} -\contentsline {subsubsection}{\numberline {1.6.4.1}Data Reduction Schemes}{32}{subsubsection.1.6.4.1} -\contentsline {subsubsection}{\numberline {1.6.4.2}Energy Efficient Data Acquisition Schemes}{32}{subsubsection.1.6.4.2} -\contentsline {subsection}{\numberline {1.6.5}Battery Repletion}{32}{subsection.1.6.5} -\contentsline {subsubsection}{\numberline {1.6.5.1}Energy Harvesting}{32}{subsubsection.1.6.5.1} -\contentsline {subsubsection}{\numberline {1.6.5.2}Wireless Charging}{33}{subsubsection.1.6.5.2} -\contentsline {subsection}{\numberline {1.6.6}Radio Optimization}{33}{subsection.1.6.6} -\contentsline {subsection}{\numberline {1.6.7}Relay nodes and Sink Mobility}{33}{subsection.1.6.7} -\contentsline {subsubsection}{\numberline {1.6.7.1}Relay node placement}{33}{subsubsection.1.6.7.1} -\contentsline {subsubsection}{\numberline {1.6.7.2}Sink Mobility}{33}{subsubsection.1.6.7.2} -\contentsline {section}{\numberline {1.7}Network Lifetime in Wireless Sensor Networks}{34}{section.1.7} -\contentsline {section}{\numberline {1.8}Coverage in Wireless Sensor Networks }{35}{section.1.8} -\contentsline {section}{\numberline {1.9}Design Issues for Coverage Problems}{36}{section.1.9} -\contentsline {section}{\numberline {1.10}Energy Consumption Modeling}{37}{section.1.10} -\contentsline {section}{\numberline {1.11}Conclusion}{39}{section.1.11} -\contentsline {chapter}{\numberline {2}Related Works on Coverage Problems}{41}{chapter.2} -\contentsline {section}{\numberline {2.1}Introduction}{41}{section.2.1} -\contentsline {section}{\numberline {2.2}Centralized Algorithms}{43}{section.2.2} -\contentsline {section}{\numberline {2.3}Distributed Algorithms}{46}{section.2.3} -\contentsline {subsection}{\numberline {2.3.1}GAF}{48}{subsection.2.3.1} -\contentsline {subsection}{\numberline {2.3.2}DESK}{49}{subsection.2.3.2} -\contentsline {section}{\numberline {2.4}Conclusion}{52}{section.2.4} -\contentsline {chapter}{\numberline {3}Evaluation Tools and Optimization Solvers}{55}{chapter.3} -\contentsline {section}{\numberline {3.1}Introduction}{55}{section.3.1} -\contentsline {section}{\numberline {3.2}Evaluation Tools}{55}{section.3.2} -\contentsline {subsection}{\numberline {3.2.1}Testbed Tools}{56}{subsection.3.2.1} -\contentsline {subsection}{\numberline {3.2.2}Simulation Tools}{57}{subsection.3.2.2} -\contentsline {section}{\numberline {3.3}Optimization Solvers}{62}{section.3.3} -\contentsline {section}{\numberline {3.4}Conclusion}{65}{section.3.4} -\contentsline {part}{II\hspace {1em}Contributions}{67}{part.2} -\contentsline {chapter}{\numberline {4}Distributed Lifetime Coverage Optimization Protocol in Wireless Sensor Networks}{69}{chapter.4} -\contentsline {section}{\numberline {4.1}Introduction}{69}{section.4.1} -\contentsline {section}{\numberline {4.2}Description of the DiLCO Protocol}{70}{section.4.2} -\contentsline {subsection}{\numberline {4.2.1}Assumptions and Network Model}{70}{subsection.4.2.1} -\contentsline {subsection}{\numberline {4.2.2}Primary Point Coverage Model}{71}{subsection.4.2.2} -\contentsline {subsection}{\numberline {4.2.3}Main Idea}{72}{subsection.4.2.3} -\contentsline {subsubsection}{\numberline {4.2.3.1}Information Exchange Phase}{73}{subsubsection.4.2.3.1} -\contentsline {subsubsection}{\numberline {4.2.3.2}Leader Election Phase}{73}{subsubsection.4.2.3.2} -\contentsline {subsubsection}{\numberline {4.2.3.3}Decision phase}{73}{subsubsection.4.2.3.3} -\contentsline {subsubsection}{\numberline {4.2.3.4}Sensing phase}{73}{subsubsection.4.2.3.4} -\contentsline {section}{\numberline {4.3}Primary Points based Coverage Problem Formulation}{74}{section.4.3} -\contentsline {section}{\numberline {4.4}Simulation Results and Analysis}{76}{section.4.4} -\contentsline {subsection}{\numberline {4.4.1}Simulation Framework}{76}{subsection.4.4.1} -\contentsline {subsection}{\numberline {4.4.2}Modeling Language and Optimization Solver}{76}{subsection.4.4.2} -\contentsline {subsection}{\numberline {4.4.3}Energy Consumption Model}{76}{subsection.4.4.3} -\contentsline {subsection}{\numberline {4.4.4}Performance Metrics}{77}{subsection.4.4.4} -\contentsline {subsection}{\numberline {4.4.5}Performance Analysis for Different Subregions}{78}{subsection.4.4.5} -\contentsline {subsection}{\numberline {4.4.6}Performance Analysis for Primary Point Models}{84}{subsection.4.4.6} -\contentsline {subsection}{\numberline {4.4.7}Performance Comparison with other Approaches}{89}{subsection.4.4.7} -\contentsline {section}{\numberline {4.5}Conclusion}{95}{section.4.5} -\contentsline {chapter}{\numberline {5}Multiround Distributed Lifetime Coverage Optimization Protocol in Wireless Sensor Networks}{97}{chapter.5} -\contentsline {section}{\numberline {5.1}Introduction}{97}{section.5.1} -\contentsline {section}{\numberline {5.2}MuDiLCO Protocol Description}{98}{section.5.2} -\contentsline {subsection}{\numberline {5.2.1}Background Idea and Algorithm}{98}{subsection.5.2.1} -\contentsline {section}{\numberline {5.3}Primary Points based Multiround Coverage Problem Formulation}{99}{section.5.3} -\contentsline {section}{\numberline {5.4}Experimental Study and Analysis}{101}{section.5.4} -\contentsline {subsection}{\numberline {5.4.1}Simulation Setup}{101}{subsection.5.4.1} -\contentsline {subsection}{\numberline {5.4.2}Metrics}{102}{subsection.5.4.2} -\contentsline {subsection}{\numberline {5.4.3}Results Analysis and Comparison }{103}{subsection.5.4.3} -\contentsline {section}{\numberline {5.5}Conclusion}{108}{section.5.5} -\contentsline {chapter}{\numberline {6}Perimeter-based Coverage Optimization to Improve Lifetime in Wireless Sensor Networks}{111}{chapter.6} -\contentsline {section}{\numberline {6.1}Introduction}{111}{section.6.1} -\contentsline {section}{\numberline {6.2}The PeCO Protocol Description}{112}{section.6.2} -\contentsline {subsection}{\numberline {6.2.1}Assumptions and Models}{112}{subsection.6.2.1} -\contentsline {subsection}{\numberline {6.2.2}The Main Idea}{115}{subsection.6.2.2} -\contentsline {subsection}{\numberline {6.2.3}PeCO Protocol Algorithm}{115}{subsection.6.2.3} -\contentsline {section}{\numberline {6.3}Perimeter-based Coverage Problem Formulation}{116}{section.6.3} -\contentsline {section}{\numberline {6.4}Performance Evaluation and Analysis}{118}{section.6.4} -\contentsline {subsection}{\numberline {6.4.1}Simulation Settings}{118}{subsection.6.4.1} -\contentsline {subsection}{\numberline {6.4.2}Simulation Results}{119}{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}The Energy Consumption}{121}{subsubsection.6.4.2.3} -\contentsline {subsubsection}{\numberline {6.4.2.4}The Network Lifetime}{121}{subsubsection.6.4.2.4} -\contentsline {section}{\numberline {6.5}Conclusion}{124}{section.6.5} -\contentsline {part}{III\hspace {1em}Conclusion and Perspectives}{125}{part.3} -\contentsline {chapter}{\numberline {7}Conclusion and Perspectives}{127}{chapter.7} -\contentsline {section}{\numberline {7.1}Conclusion}{127}{section.7.1} -\contentsline {section}{\numberline {7.2}Perspectives}{128}{section.7.2} -\contentsline {part}{Bibliographie}{144}{chapter*.11} +\contentsline {chapter}{Abstract}{1}{chapter*.1} +\contentsline {chapter}{R\IeC {\'e}sum\IeC {\'e}}{3}{chapter*.2} +\contentsline {chapter}{Table of Contents}{8}{chapter*.3} +\contentsline {chapter}{List of Figures}{10}{chapter*.4} +\contentsline {chapter}{List of Tables}{11}{chapter*.5} +\contentsline {chapter}{List of Algorithms}{13}{chapter*.6} +\contentsline {chapter}{List of Abbreviations}{15}{chapter*.7} +\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 {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} +\contentsline {section}{\numberline {1.2}Architecture}{26}{section.1.2} +\contentsline {section}{\numberline {1.3}Types of Wireless Sensor Networks}{28}{section.1.3} +\contentsline {section}{\numberline {1.4}Applications}{30}{section.1.4} +\contentsline {section}{\numberline {1.5}The Main Challenges}{33}{section.1.5} +\contentsline {section}{\numberline {1.6}Energy-Efficient Mechanisms of a working WSN}{35}{section.1.6} +\contentsline {subsection}{\numberline {1.6.1}Energy-Efficient Routing}{35}{subsection.1.6.1} +\contentsline {subsubsection}{\numberline {1.6.1.1}Routing Metric based on Residual Energy}{35}{subsubsection.1.6.1.1} +\contentsline {subsubsection}{\numberline {1.6.1.2}Multipath Routing}{35}{subsubsection.1.6.1.2} +\contentsline {subsection}{\numberline {1.6.2}Cluster Architecture}{36}{subsection.1.6.2} +\contentsline {subsection}{\numberline {1.6.3}Scheduling Schemes}{36}{subsection.1.6.3} +\contentsline {subsubsection}{\numberline {1.6.3.1}Wake up Scheduling Schemes}{36}{subsubsection.1.6.3.1} +\contentsline {subsubsection}{\numberline {1.6.3.2}Topology Control Schemes}{39}{subsubsection.1.6.3.2} +\contentsline {subsection}{\numberline {1.6.4}Data-Driven Schemes}{39}{subsection.1.6.4} +\contentsline {subsubsection}{\numberline {1.6.4.1}Data Reduction Schemes}{40}{subsubsection.1.6.4.1} +\contentsline {subsubsection}{\numberline {1.6.4.2}Energy Efficient Data Acquisition Schemes}{40}{subsubsection.1.6.4.2} +\contentsline {subsection}{\numberline {1.6.5}Battery Repletion}{40}{subsection.1.6.5} +\contentsline {subsection}{\numberline {1.6.6}Radio Optimization}{40}{subsection.1.6.6} +\contentsline {subsection}{\numberline {1.6.7}Relay nodes and Sink Mobility}{41}{subsection.1.6.7} +\contentsline {subsubsection}{\numberline {1.6.7.1}Relay node placement}{41}{subsubsection.1.6.7.1} +\contentsline {subsubsection}{\numberline {1.6.7.2}Sink Mobility}{41}{subsubsection.1.6.7.2} +\contentsline {section}{\numberline {1.7}Network Lifetime}{41}{section.1.7} +\contentsline {section}{\numberline {1.8}Coverage in Wireless Sensor Networks }{42}{section.1.8} +\contentsline {section}{\numberline {1.9}Design Issues for Coverage Problems}{44}{section.1.9} +\contentsline {section}{\numberline {1.10}Energy Consumption Model}{45}{section.1.10} +\contentsline {section}{\numberline {1.11}Conclusion}{46}{section.1.11} +\contentsline {chapter}{\numberline {2}Related Works on Coverage Problems}{47}{chapter.2} +\contentsline {section}{\numberline {2.1}Introduction}{47}{section.2.1} +\contentsline {section}{\numberline {2.2}Centralized Algorithms}{49}{section.2.2} +\contentsline {section}{\numberline {2.3}Distributed Algorithms}{51}{section.2.3} +\contentsline {subsection}{\numberline {2.3.1}Geographical Adaptive Fidelity (GAF)}{53}{subsection.2.3.1} +\contentsline {subsection}{\numberline {2.3.2}Distributed Energy-efficient Scheduling for K-coverage (DESK)}{55}{subsection.2.3.2} +\contentsline {section}{\numberline {2.4}Conclusion}{59}{section.2.4} +\contentsline {chapter}{\numberline {3}Evaluation Tools and Optimization Solvers}{61}{chapter.3} +\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}{81}{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}{97}{subsection.4.4.7} +\contentsline {section}{\numberline {4.5}Conclusion}{102}{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}{103}{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}{107}{subsection.5.4.2} +\contentsline {subsection}{\numberline {5.4.3}Results Analysis and Comparison }{108}{subsection.5.4.3} +\contentsline {section}{\numberline {5.5}Conclusion}{115}{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}{117}{section.6.2} +\contentsline {subsection}{\numberline {6.2.1}Assumptions and Models}{117}{subsection.6.2.1} +\contentsline {subsection}{\numberline {6.2.2}PeCO Protocol Algorithm}{120}{subsection.6.2.2} +\contentsline {section}{\numberline {6.3}Perimeter-based Coverage Problem Formulation}{122}{section.6.3} +\contentsline {section}{\numberline {6.4}Performance Evaluation and Analysis}{123}{section.6.4} +\contentsline {subsection}{\numberline {6.4.1}Simulation Settings}{123}{subsection.6.4.1} +\contentsline {subsection}{\numberline {6.4.2}Simulation Results}{124}{subsection.6.4.2} +\contentsline {subsubsection}{\numberline {6.4.2.1}Coverage Ratio}{124}{subsubsection.6.4.2.1} +\contentsline {subsubsection}{\numberline {6.4.2.2}Active Sensors Ratio}{124}{subsubsection.6.4.2.2} +\contentsline {subsubsection}{\numberline {6.4.2.3}The Energy Consumption}{124}{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}