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Optimization Model Proposal for traffic Differentiation in Wireless Sensor Networks

Computers, Materials & Continua 2024年第10期81卷 1059-1084页

作者： Adisa Haskovic Dzubur Samir Causevic Belma Memic Muhamed Begovic Elma Avdagic-Golub Alem Colakovic Faculty of traffic and Communications University of SarajevoSarajevo71000Bosnia and Herzegovina

Wireless sensor networks(WSNs)are characterized by heterogeneous traffic types(audio,video,data)and diverse application traffic *** paper introduces three traffic classes following the defined model of heterogeneous traffic differentiation in *** requirements for each class regarding sensitivity to QoS(Quality of Service)parameters,such as loss,delay,and jitter,are *** classes encompass real-time and delay-tolerant *** that QoS evaluation is a multi-criteria decision-making problem,we employed the AHP(Analytical Hierarchy Process)method for multi-criteria *** a result of this approach,we derived weight values for different traffic classes based on key QoS factors and *** weights are assigned to individual traffic classes to determine transmission *** study provides a thorough comparative analysis of the proposed model against existing methods,demonstrating its superior performance across various traffic scenarios and its implications for future WSN *** results highlight the model’s adaptability and robustness in optimizing network resources under varying conditions,offering insights into practical deployments in real-world ***,the paper includes an analysis of energy consumption,underscoring the trade-offs between QoS performance and energy *** study presents the development of a differentiated services model for heterogeneous traffic in wireless sensor networks,considering the appropriate QoS framework supported by experimental analyses.

关键词： Wireless Sensor Networks(WSNs) traffic differentiation traffic classes Quality of Services(QoS) multi-criteria optimization Analytical Hierarchy Process(AHP)

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