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2015 3rd International Conference on Future Internet of Things and Cloud (FiCloud) (2015)
Rome, Italy
Aug. 24, 2015 to Aug. 26, 2015
ISBN: 978-1-4673-8102-4
pp: 108-112
ABSTRACT
Congestion avoidance is a vital part in improving the Quality of service (QoS) in Wireless Mesh Network (WMN). A preventive congestion avoidance algorithm is proposed in this paper which predicts the congestion before it really happens in the network by using different statistical analysis models which analyze historical traffic data in the network with some level of certainty to predict the future traffic data. Our proposed algorithm improves the Hybrid Wireless Mesh Protocol (HWMP) routing protocol used in IEEE 802.11s MAC layer standard. Based on the predicted link congestion, rerouting algorithm is implemented in order to assure the load balancing and to prevent congestion over WMN network. Simulation results show that our proposed algorithm outperforms other algorithms in the literature in terms of throughput, end-to-end delay, and fairness.
INDEX TERMS
Ad hoc networks, Routing protocols, Prediction algorithms, Wireless communication, IEEE 802.11 Standard
CITATION

F. A. Khasawneh, A. Benmimoune, M. Kadoch and M. A. Khasawneh, "Predictive Congestion Avoidance in Wireless Mesh Network," 2015 3rd International Conference on Future Internet of Things and Cloud (FiCloud)(FICLOUD), Rome, Italy, 2015, pp. 108-112.
doi:10.1109/FiCloud.2015.69
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