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Auto-adaptive mechanisms for Quality of Service management in wireless sensor networks

Identifieur interne : 001B60 ( Hal/Checkpoint ); précédent : 001B59; suivant : 001B61

Auto-adaptive mechanisms for Quality of Service management in wireless sensor networks

Auteurs : Bilel Nefzi [France]

Source :

RBID : Hal:tel-00645504

Descripteurs français

English descriptors

Abstract

Nowadays, most of wireless sensor networks use CSMA/CA protocol. Providing quality of service (QoS) support in such networks is a difficult problem because of the network dynamics and the high constraints in terms of resources like energy and memory. In this thesis and without changing the basic access protocol, CSMA/CA, we developed auto-adaptive mechanisms for best-effort QoS targeted to applications requiring differentiation services. Three mechanisms are proposed; CoSenS for "Collecting then Sending burst Scheme" which enhances the performances of CSMA/CA, P-CoSenS for "Priority CoSenS" which adds priority management to CoSenS and S-CoSenS for "S-CoSenS" which tackles energy efficiency using CoSenS. We emphasize that CoSenS mechanism not only enhances the performance of CSMA/CA in terms of throughput, end-to-end delay and successful transmission rates but enables also the implementation of scheduling policies; since the router collects and queues paquets before retransmitting them, it has a complete knowledge about them and can then schedule them efficiently (P-CoSenS). S-CoSenS tackles the energy/throughput tradeoff. In fact, the state of a network varies according to the monitored environment. The network may be at some times lightly loaded with non urgent traffic and at other times highly loaded with urgent traffic generated by nodes in order to monitor a happening phenomenon more closely and hence take the best decision. In the former case, the network must save energy. In the latter case, it must provide bandwidth. S-CoSenS auto-adapts its sleeping and active periods according the incoming traffic. Our propositions are validated by simulations and CoSenS is implemented on a wireless sensor platform.

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<abstract xml:lang="en">Nowadays, most of wireless sensor networks use CSMA/CA protocol. Providing quality of service (QoS) support in such networks is a difficult problem because of the network dynamics and the high constraints in terms of resources like energy and memory. In this thesis and without changing the basic access protocol, CSMA/CA, we developed auto-adaptive mechanisms for best-effort QoS targeted to applications requiring differentiation services. Three mechanisms are proposed; CoSenS for "Collecting then Sending burst Scheme" which enhances the performances of CSMA/CA, P-CoSenS for "Priority CoSenS" which adds priority management to CoSenS and S-CoSenS for "S-CoSenS" which tackles energy efficiency using CoSenS. We emphasize that CoSenS mechanism not only enhances the performance of CSMA/CA in terms of throughput, end-to-end delay and successful transmission rates but enables also the implementation of scheduling policies; since the router collects and queues paquets before retransmitting them, it has a complete knowledge about them and can then schedule them efficiently (P-CoSenS). S-CoSenS tackles the energy/throughput tradeoff. In fact, the state of a network varies according to the monitored environment. The network may be at some times lightly loaded with non urgent traffic and at other times highly loaded with urgent traffic generated by nodes in order to monitor a happening phenomenon more closely and hence take the best decision. In the former case, the network must save energy. In the latter case, it must provide bandwidth. S-CoSenS auto-adapts its sleeping and active periods according the incoming traffic. Our propositions are validated by simulations and CoSenS is implemented on a wireless sensor platform.</abstract>
<abstract xml:lang="fr">La plupart des réseaux de capteurs sans fill d'aujourd'hui fonctionne sur le protocole CSMA/CA. Fournir la qualité de service (QdS) dans un tel réseau est un problème difficile compte tenu de la dynamique du réseau et des contraintes en termes de ressources (énergie et mémoire). Dans cette thèse, sans changer le socle commun du CSMA/CA, nous avons proposé des mécanismes auto-adaptatifs qui permettent de gérer la QdS "best-effort" pour des applications nécessitant de la différenciation de services. Trois mécanismes sont proposés : CoSenS pour "Collecting then Sending burst Scheme", P-CoSenS qui a joute la gestion de priorités à CoSenS, et S-CoSenS qui a joute la dimension énergie à CoSenS. La dynamique du réseau est prise en compte grâce à l'auto-adaptation de périodes de collecte et de transmission en rafale. Il est à souligner que le mécanisme CoSenS permet non seulement d'améliorer les performances de CSMA/CA mais aussi de surmonter la difficulté d'ordonnancer les trafics entrant dans un nœud (routeur) car chaque paquet entrant est immédiatement retransmis vers la sortie. En effet, grâce à la pério de de collecte, les paquets entrants sont mis en file d'attente, rendant ainsi possible d'ordonnancer différemment les paquets selon leur priorité (P-CoSenS). Enfin, le compromis énergie/performance est pris en compte dans S-CoSenS. Selon l'état de l'environnement surveillé, le réseau peut se trouver dans une période où circule un trafic non urgent et souvent faible pendant laquelle il est judicieux de minimiser la consommation d'énergie et une pério de de trafic important pendant laquelle le réseau doit transporter des données urgentes pour suivre une situation alarmante de plus près. Comme CoSenS, S-CoSenS permet de s'auto-adapter dynamiquement en fonction de ces situations. L'ensemble de nos propositions est validé par simulations et CoSenS est implémenté sur une plateforme de réseau de capteurs.</abstract>
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