{"title":"A Burst and Congestion-Aware Routing Metric for RPL Protocol in IoT Network","authors":"Hussien Saleh Altwassi, Zeeshan Pervez, K. Dahal","doi":"10.1109/SKIMA47702.2019.8982460","DOIUrl":null,"url":null,"abstract":"The packet loss and power consumption are the main issues considered once congestion occurs in any network, such as the Internet of Things (IoT) with a huge number of sensors and applications. Since IPv6 Routing Protocol for Low Power and Lossy Networks (RPL) is not initially designed for high stream traffic load, this restricts the application domain of RPL in several IoT scenarios such as burst traffic scenarios. The performance of RPL suffers in a network with burst traffic load, which leads to reducing the lifetime of the network and causing traffic congestion among the neighbour nodes. Therefore, to address this issue, we proposed a Burst and Congestion-Aware Metric for RPL called BCA-RPL, which calculates the rank, considering the number of packets. Also, the proposed mechanism includes congestion avoiding and load balancing techniques by switching the best parent selection to avoid the congested area. Our scheme is built and compared to the original RPL routing protocol for low power and lossy network with OF0 (OF0-RPL). Simulation results based on Cooja simulator shows BCA-RPL performs better than the original RPL-OF0 routing protocol in terms of packet loss, power consumption and packet delivery ratio (PDR) under burst traffic load. The BCA-RPL significantly improves the network where it decreases the packet loss around 50% and power consumption to an acceptable level with an improvement on the PDR of the IoT network.","PeriodicalId":245523,"journal":{"name":"2019 13th International Conference on Software, Knowledge, Information Management and Applications (SKIMA)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 13th International Conference on Software, Knowledge, Information Management and Applications (SKIMA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SKIMA47702.2019.8982460","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
The packet loss and power consumption are the main issues considered once congestion occurs in any network, such as the Internet of Things (IoT) with a huge number of sensors and applications. Since IPv6 Routing Protocol for Low Power and Lossy Networks (RPL) is not initially designed for high stream traffic load, this restricts the application domain of RPL in several IoT scenarios such as burst traffic scenarios. The performance of RPL suffers in a network with burst traffic load, which leads to reducing the lifetime of the network and causing traffic congestion among the neighbour nodes. Therefore, to address this issue, we proposed a Burst and Congestion-Aware Metric for RPL called BCA-RPL, which calculates the rank, considering the number of packets. Also, the proposed mechanism includes congestion avoiding and load balancing techniques by switching the best parent selection to avoid the congested area. Our scheme is built and compared to the original RPL routing protocol for low power and lossy network with OF0 (OF0-RPL). Simulation results based on Cooja simulator shows BCA-RPL performs better than the original RPL-OF0 routing protocol in terms of packet loss, power consumption and packet delivery ratio (PDR) under burst traffic load. The BCA-RPL significantly improves the network where it decreases the packet loss around 50% and power consumption to an acceptable level with an improvement on the PDR of the IoT network.
在任何网络中,如具有大量传感器和应用的物联网(IoT),一旦发生拥塞,丢包和功耗都是要考虑的主要问题。由于IPv6低功耗和有损网络路由协议(IPv6 Routing Protocol for Low Power and Lossy Networks, RPL)最初不是为高流量负载设计的,这限制了RPL在突发流量等几种物联网场景中的应用范围。在突发流量负载的网络中,RPL的性能会受到影响,导致网络的生存时间缩短,并导致邻居节点之间的流量拥塞。因此,为了解决这个问题,我们提出了一个RPL的突发和拥塞感知度量,称为BCA-RPL,它根据数据包的数量计算排名。此外,所提出的机制包括拥塞避免和负载平衡技术,通过切换最佳父选择来避免拥塞区域。提出了一种基于OF0的低功耗、低损耗网络RPL路由协议(OF0-RPL),并与之进行了比较。基于Cooja模拟器的仿真结果表明,在突发流量负载下,BCA-RPL在丢包、功耗和包分发率(PDR)方面都优于原始的RPL-OF0路由协议。BCA-RPL显著改善了网络,通过改善物联网网络的PDR,它将丢包率降低了50%左右,功耗降低到可接受的水平。