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Adaptive Parametric Routing based on Dynamic Metrics for Wireless Sensor Networks

N. Ouferhat A. Mellouk 1 B. Augustin 1
1 CIR
LISSI - Laboratoire Images, Signaux et Systèmes Intelligents
Abstract : Designing a QoS-aware, yet energy-saving routing protocol for WSNs is a notoriously hard problem. However, the outstanding interest for this technology, and the growing number of envisioned applications, motivate the need to introduce the notion of Quality of Service (QoS) in these networks. This paper introduces EDEAR (Energy and Delay Efficient Adaptive Routing), an adaptive routing algorithm based on route exploration and reinforcement learning. We evaluate EDEAR with simulations, under various network mobility conditions. Our results show that EDEAR outperforms any other routing protocol, delivering packets with the shortest delay, while reducing energy consumption. As a result, EDEAR's features allow to increase the network lifetime by 9-18%
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https://hal.archives-ouvertes.fr/hal-01678645
Contributor : Yacine Amirat <>
Submitted on : Tuesday, January 9, 2018 - 11:52:59 AM
Last modification on : Friday, October 4, 2019 - 1:26:07 AM

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  • HAL Id : hal-01678645, version 1

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N. Ouferhat, A. Mellouk, B. Augustin. Adaptive Parametric Routing based on Dynamic Metrics for Wireless Sensor Networks. Proc. Of the IEEE Global Communications Conference (GLOBECOM), 2010, Miami, United States. pp.1-5. ⟨hal-01678645⟩

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