一种新的基于设备协作的路由算法,在物联网中实现更好的QoS

Sofiane Hamrioui, Upasana Dohare, D. K. Lobiyal
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引用次数: 1

摘要

在物联网(IoT)环境中,设备之间公平有效的能源利用和发送数据所花费的延迟是一个主要的制约因素。重点研究了联盟博弈论在激励设备间合作中的适用性,并分析了多径路由满足服务质量(QoS)的性能。为了优化路由过程中的能量消耗和链路延迟,本文提出了一种新的路由算法,称为RACD (routing algorithm based on cooperative between Devices)。RACD所利用的原则是多指标路由和联合博弈论。RACD允许在多个联盟中选择时延较低、能耗最小的路由。我们提出的算法也利用了其他原则,如联盟的收益函数、游戏的核心和Shapely。我们提出的路由算法的性能根据重要指标进行了仿真评估,并得到的结果与另外两种路由解决方案ELDR和MAODV进行了比较。
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A New Routing Algorithm based on Devices Cooperation for better QoS within IoT
Fairly and efficiently energy utilization among the devices and the delay spent by sending their data are a majors constraints within Internet of Things (IoT) environment. We focus the applicability of coalition game theory to stimulate cooperation among devices and analysing the performance of multipath routing to meet the quality of service (QoS). In this paper, we present a new routing algorithm, called RACD (Routing Algorithm based on Cooperation between Devices) in order to optimize the energy consumption and the link delay during the routing process. The principles that have been exploited by RACD are the multi-metrics routing and the coalitional game theory. RACD allow to selects a route with lower delay and minimum energy consumption among multiple coalitions. Others principles have been exploited too by our proposed algorithm, such as the payoff function of coalition, the core of the game and the Shapely. The performances of our proposed routing algorithm have been evaluated by simulations according to important metrics and the results obtained have been compared to two others routing solutions that are ELDR and MAODV.
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