The RPL Load Balancing in IoT Network with Burst Traffic Scenarios

Hussien Saleh Altwassi, Zeeshan Pervez, K. Dahal, B. Ghaleb
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引用次数: 14

Abstract

In Low Power and Lossy Networks (LLNs) sensor nodes are deployed in various traffic load conditions such as, regular and heavy traffic load. The adoption of Internet-of-Things enabled devices in the form of wearables and ubiquitous sensors and actuators has demanded LLNs to handle burst traffic load, which is an event required by myriad IoT devices in a shared LLN. In the large events, burst traffic load requires a new radical approach of load balancing, this scenario causes congestion increases and packet drops relatively when frequent traffic burst load rises in comparison with regular and heavy loads. In this paper, we introduced a new efficient load balance mechanism for traffic congestion in IPv6 Routing Protocol for Low Power and Lossy Network (RPL). To measure the communication quality and optimize the lifetime of the network, we have chosen packet delivery ratio (PDR) and power consumption (PC) as our metrics. We proposed a traffic-aware metric that utilizes ETX and parent count metrics (ETXPC), where communication quality for LLNs with RPL routing protocol are playing an important role in traffic engineering. In addition, we provided analytical results to quantify the impact of Minimum Rank with Hysteresis Objective on Function (MRHOF) and Objective Function zero (OF0) to the packet delivery, reliability and power consumption in LLNs. The simulation results pragmatically show that the proposed load balancing approach has increased packet delivery ratio with less power consumption.
突发流量场景下物联网网络RPL负载均衡研究
在低功耗和有损网络(lln)中,传感器节点被部署在各种流量负载情况下,如常规流量负载和大流量负载。采用可穿戴设备和无处不在的传感器和执行器形式的物联网设备要求LLN处理突发流量负载,这是共享LLN中无数物联网设备所需的事件。在大型事件中,突发流量负载需要一种新的激进的负载分担方法,这种情况下,频繁的突发流量负载相对于常规和较重的负载会增加拥塞和丢包。本文介绍了IPv6低功耗损耗网络路由协议(RPL)中一种新的有效的流量拥塞负载平衡机制。为了衡量通信质量和优化网络的生命周期,我们选择了分组传输率(PDR)和功耗(PC)作为我们的指标。我们提出了一种流量感知度量,利用ETX和父计数度量(ETXPC),其中具有RPL路由协议的lln的通信质量在流量工程中起着重要作用。此外,我们还提供了分析结果来量化具有滞后目标函数的最小秩(MRHOF)和目标函数零(OF0)对lln中数据包传输、可靠性和功耗的影响。仿真结果表明,所提出的负载均衡方法在降低功耗的前提下提高了数据包的传输率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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