{"title":"MC-RPL: A New Routing Approach based on Multi-Criteria RPL for the Internet of Things","authors":"Behnam Farzaneh, A. Ahmed, Emad Alizadeh","doi":"10.1109/ICCKE48569.2019.8964675","DOIUrl":null,"url":null,"abstract":"The Internet of Things (IoT) is a collection of smart objects that interconnect and exchange data gathered. The IoT includes sensor networks in which the nodes are limited in terms of power consumption, energy usage, and memory. Therefore, a protocol is needed to discover the proper path between the nodes in the least amount of time. The Routing Protocol for Low Power and Lossy Networks (RPL) is specially-designed for IoT and used for routing nodes in Low-Power and Lossy Networks (LLNs). Quality of Service (QoS) in this routing protocol faces some challenges. In QoS based networks, the routing protocol must be able to utilize some criteria during the routing process. Enabling multi-criteria based routing in RPL is proposed in this paper. The well-known VIKOR Multi-Criteria Decision Making (MCDM) used for this goal. Each link of route selects the best parent according to the solution of the VIKOR method. Simulation results show that QoS increased in terms of average Energy Consumption, End-to-End Delay (E2ED), Packet Delivery Ratio (PDR) and Throughput.","PeriodicalId":6685,"journal":{"name":"2019 9th International Conference on Computer and Knowledge Engineering (ICCKE)","volume":"1 1","pages":"420-425"},"PeriodicalIF":0.0000,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 9th International Conference on Computer and Knowledge Engineering (ICCKE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCKE48569.2019.8964675","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 9
Abstract
The Internet of Things (IoT) is a collection of smart objects that interconnect and exchange data gathered. The IoT includes sensor networks in which the nodes are limited in terms of power consumption, energy usage, and memory. Therefore, a protocol is needed to discover the proper path between the nodes in the least amount of time. The Routing Protocol for Low Power and Lossy Networks (RPL) is specially-designed for IoT and used for routing nodes in Low-Power and Lossy Networks (LLNs). Quality of Service (QoS) in this routing protocol faces some challenges. In QoS based networks, the routing protocol must be able to utilize some criteria during the routing process. Enabling multi-criteria based routing in RPL is proposed in this paper. The well-known VIKOR Multi-Criteria Decision Making (MCDM) used for this goal. Each link of route selects the best parent according to the solution of the VIKOR method. Simulation results show that QoS increased in terms of average Energy Consumption, End-to-End Delay (E2ED), Packet Delivery Ratio (PDR) and Throughput.
物联网(IoT)是智能对象的集合,它们相互连接并交换收集到的数据。物联网包括传感器网络,其中节点在功耗、能源使用和内存方面受到限制。因此,需要一个协议来在最短的时间内发现节点之间的正确路径。RPL (Routing Protocol for Low Power and Lossy Networks)是专为物联网而设计的,用于低功耗损耗网络(Low-Power and Lossy Networks, lln)中的路由节点。这种路由协议的服务质量(QoS)面临一些挑战。在基于QoS的网络中,路由协议必须能够在路由过程中利用一些标准。提出了在RPL中实现基于多准则的路由。著名的VIKOR多标准决策(MCDM)用于实现这一目标。路由的每个链路根据VIKOR方法的解选择最优父节点。仿真结果表明,QoS在平均能耗、端到端延迟(E2ED)、包投递率(PDR)和吞吐量方面都有所提高。