Modelling and Performance Analysis of Wireless Sensor Networks Using Process Mining Techniques: ContikiMAC Use Case
Identifieur interne : 000B52 ( Main/Exploration ); précédent : 000B51; suivant : 000B53Modelling and Performance Analysis of Wireless Sensor Networks Using Process Mining Techniques: ContikiMAC Use Case
Auteurs : François Despaux [France] ; Ye-Qiong Song [France] ; Abdelkader Lahmadi [France]Source :
English descriptors
Abstract
In the current protocol stack for Internet ofThings in general and wireless sensor network in particular,many devices rely on the ContikiMAC protocol at their MAClayer. This protocol is widely used and enabled by default forseveral industrial environments and time sensitive monitoringand control applications. However, few work exists regardingthe performance of this protocol because it lacks of anunderlying theoretical model for analysing its performance.In this paper, we propose a novel approach relying on processmining technique that aims to obtain a Markov chain modelfor networks running the ContikiMAC protocol. In particular,we present a comprehensive specification of the protocol anda Markov chain model obtained through the analysis andinstrumentation of its reference implementation. We used theobtained Markov chain to analyze and estimate the end to enddelay distribution for a multi-hops transmission with staticrouting. The approach can also be extended to a wide rangeof protocols.
Url:
DOI: 10.1109/DCOSS.2014.20
Affiliations:
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Le document en format XML
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CS 25233 - 54052 Nancy cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.univ-lorraine.fr/</ref></desc></org></tutelle><tutelle name="UMR7503" active="#struct-441569" type="indirect"><org type="institution" xml:id="struct-441569" status="VALID"><idno type="ISNI">0000000122597504</idno><idno type="IdRef">02636817X</idno><orgName>Centre National de la Recherche Scientifique</orgName><orgName type="acronym">CNRS</orgName><date type="start">1939-10-19</date><desc><address><country key="FR"></country></address><ref type="url">http://www.cnrs.fr/</ref></desc></org></tutelle></tutelles></hal:affiliation><country>France</country><placeName><settlement type="city">Nancy</settlement><settlement type="city">Metz</settlement><region type="region" nuts="2">Grand Est</region><region type="old region" nuts="2">Lorraine (région)</region></placeName><orgName type="university">Université de Lorraine</orgName></affiliation></author><author><name sortKey="Lahmadi, Abdelkader" sort="Lahmadi, Abdelkader" uniqKey="Lahmadi A" first="Abdelkader" last="Lahmadi">Abdelkader Lahmadi</name><affiliation wicri:level="1"><hal:affiliation type="researchteam" xml:id="struct-205122" status="VALID"><idno type="RNSR">200418297A</idno><orgName>Management of dynamic networks and services</orgName><orgName type="acronym">MADYNES</orgName><desc><address><country key="FR"></country></address><ref type="url">http://www.inria.fr/equipes/madynes</ref></desc><listRelation><relation active="#struct-129671" type="direct"></relation><relation active="#struct-300009" type="indirect"></relation><relation active="#struct-423085" type="direct"></relation><relation active="#struct-206040" type="indirect"></relation><relation active="#struct-413289" type="indirect"></relation><relation name="UMR7503" active="#struct-441569" type="indirect"></relation></listRelation><tutelles><tutelle active="#struct-129671" type="direct"><org type="laboratory" xml:id="struct-129671" status="VALID"><idno type="RNSR">198618246Y</idno><orgName>INRIA Nancy - Grand Est</orgName><desc><address><addrLine>615 rue du Jardin Botanique 54600 Villers-lès-Nancy</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/nancy</ref></desc><listRelation><relation active="#struct-300009" type="direct"></relation></listRelation></org></tutelle><tutelle active="#struct-300009" type="indirect"><org type="institution" xml:id="struct-300009" status="VALID"><orgName>Institut National de Recherche en Informatique et en Automatique</orgName><orgName type="acronym">Inria</orgName><desc><address><addrLine>Domaine de VoluceauRocquencourt - BP 10578153 Le Chesnay Cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/en/</ref></desc></org></tutelle><tutelle active="#struct-423085" type="direct"><org type="department" xml:id="struct-423085" status="VALID"><orgName>Department of Networks, Systems and Services</orgName><orgName type="acronym">LORIA - NSS</orgName><desc><address><country key="FR"></country></address><ref type="url">http://www.loria.fr/la-recherche-en/departements/networks-systems-and-services</ref></desc><listRelation><relation active="#struct-206040" type="direct"></relation><relation active="#struct-300009" type="indirect"></relation><relation active="#struct-413289" type="indirect"></relation><relation name="UMR7503" active="#struct-441569" type="indirect"></relation></listRelation></org></tutelle><tutelle active="#struct-206040" type="indirect"><org type="laboratory" xml:id="struct-206040" status="VALID"><idno type="IdRef">067077927</idno><idno type="RNSR">198912571S</idno><idno type="IdUnivLorraine">[UL]RSI--</idno><orgName>Laboratoire Lorrain de Recherche en Informatique et ses Applications</orgName><orgName type="acronym">LORIA</orgName><date type="start">2012-01-01</date><desc><address><addrLine>Campus Scientifique BP 239 54506 Vandoeuvre-lès-Nancy Cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.loria.fr</ref></desc><listRelation><relation active="#struct-300009" type="direct"></relation><relation active="#struct-413289" type="direct"></relation><relation name="UMR7503" active="#struct-441569" type="direct"></relation></listRelation></org></tutelle><tutelle active="#struct-413289" type="indirect"><org type="institution" xml:id="struct-413289" status="VALID"><idno type="IdRef">157040569</idno><idno type="IdUnivLorraine">[UL]100--</idno><orgName>Université de Lorraine</orgName><orgName type="acronym">UL</orgName><date type="start">2012-01-01</date><desc><address><addrLine>34 cours Léopold - CS 25233 - 54052 Nancy cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.univ-lorraine.fr/</ref></desc></org></tutelle><tutelle name="UMR7503" active="#struct-441569" type="indirect"><org type="institution" xml:id="struct-441569" status="VALID"><idno type="ISNI">0000000122597504</idno><idno type="IdRef">02636817X</idno><orgName>Centre National de la Recherche Scientifique</orgName><orgName type="acronym">CNRS</orgName><date type="start">1939-10-19</date><desc><address><country key="FR"></country></address><ref type="url">http://www.cnrs.fr/</ref></desc></org></tutelle></tutelles></hal:affiliation><country>France</country><placeName><settlement type="city">Nancy</settlement><settlement type="city">Metz</settlement><region type="region" nuts="2">Grand Est</region><region type="old region" nuts="2">Lorraine (région)</region></placeName><orgName type="university">Université de Lorraine</orgName></affiliation></author></analytic><idno type="DOI">10.1109/DCOSS.2014.20</idno></biblStruct></sourceDesc></fileDesc><profileDesc><textClass><keywords scheme="mix" xml:lang="en"><term>-MACProtocols</term><term>Markovchain</term><term>Networkperformance</term><term>ProcessMining</term></keywords></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">In the current protocol stack for Internet ofThings in general and wireless sensor network in particular,many devices rely on the ContikiMAC protocol at their MAClayer. This protocol is widely used and enabled by default forseveral industrial environments and time sensitive monitoringand control applications. However, few work exists regardingthe performance of this protocol because it lacks of anunderlying theoretical model for analysing its performance.In this paper, we propose a novel approach relying on processmining technique that aims to obtain a Markov chain modelfor networks running the ContikiMAC protocol. In particular,we present a comprehensive specification of the protocol anda Markov chain model obtained through the analysis andinstrumentation of its reference implementation. We used theobtained Markov chain to analyze and estimate the end to enddelay distribution for a multi-hops transmission with staticrouting. The approach can also be extended to a wide rangeof protocols.</div></front></TEI><affiliations><list><country><li>France</li></country><region><li>Grand Est</li><li>Lorraine (région)</li></region><settlement><li>Metz</li><li>Nancy</li></settlement><orgName><li>Université de Lorraine</li></orgName></list><tree><country name="France"><region name="Grand Est"><name sortKey="Despaux, Francois" sort="Despaux, Francois" uniqKey="Despaux F" first="François" last="Despaux">François Despaux</name></region><name sortKey="Lahmadi, Abdelkader" sort="Lahmadi, Abdelkader" uniqKey="Lahmadi A" first="Abdelkader" last="Lahmadi">Abdelkader Lahmadi</name><name sortKey="Song, Ye Qiong" sort="Song, Ye Qiong" uniqKey="Song Y" first="Ye-Qiong" last="Song">Ye-Qiong Song</name></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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