CIBORG: CIrcuit-Based and ORiented Graph theory permutation routing protocol for single-hop IoT networks

IF 7.7 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Alain Bertrand Bomgni , Garrik Brel Jagho Mdemaya , Miguel Landry Foko Sindjoung , Mthulisi Velempini , Celine Cabrelle Tchuenko Djoko , Jean Frederic Myoupo
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引用次数: 0

Abstract

The Internet of Things (IoT) has emerged as a promising paradigm which facilitates the seamless integration of physical devices and digital systems, thereby transforming multiple sectors such as healthcare, transportation, and urban planning. This paradigm is also known as ad-hoc networks. IoT is characterized by several pieces of equipment called objects. These objects have different and limited capacities such as battery, memory, and computing power. These limited capabilities make it difficult to design routing protocols for IoT networks because of the high number of objects in a network. In IoT, objects often have data which does not belong to them and which should be sent to other objects, then leading to a problem known as permutation routing problems. The solution to that problem is found when each object receives its items. In this paper, we propose a new approach to addressing the permutation routing problem in single-hop IoT networks. To this end, we start by representing an IoT network as an oriented graph, and then, based on a reservation channel protocol, we first define a permutation routing protocol for an IoT in a single channel. Secondly, we generalize the previous protocol to make it work in multiple channels. Routing is done using graph theory approaches. The obtained results show that the wake-up times and activities of IoT objects are greatly reduced, thus optimizing network lifetime. This is an effective solution for the permutation routing problem in IoT networks. The proposed approach considerably reduces energy consumption and computation time. It saves 5.2 to 32.04% residual energy depending on the number of items and channels used. Low energy and low computational cost demonstrate that the performance of circuit-based and oriented graph theory is better than the state-of-the-art protocol and therefore is a better candidate for the resolution of the permutation routing problem in single-hop environment.

CIBORG:面向单跳物联网网络的基于CIrcuit和ORiented图论的排列路由协议
物联网(IoT)已成为一种前景广阔的模式,它促进了物理设备与数字系统的无缝集成,从而改变了医疗保健、交通和城市规划等多个领域。这种模式也被称为 ad-hoc 网络。物联网的特点是由多个被称为物体的设备组成。这些对象具有不同且有限的能力,如电池、内存和计算能力。由于网络中的对象数量众多,这些有限的能力使得为物联网网络设计路由协议变得十分困难。在物联网中,物体往往拥有不属于自己的数据,而这些数据应该发送给其他物体,这就导致了一个被称为 "置换路由问题 "的问题。该问题的解决方案是在每个对象收到其物品时找到的。在本文中,我们提出了一种新方法来解决单跳物联网网络中的排列路由问题。为此,我们首先将物联网网络表示为面向图,然后基于预约信道协议,首先定义了单信道物联网的置换路由协议。其次,我们对之前的协议进行概括,使其适用于多通道。路由选择采用图论方法。结果表明,物联网对象的唤醒时间和活动大大减少,从而优化了网络寿命。这是物联网网络中包络路由问题的有效解决方案。所提出的方法大大减少了能耗和计算时间。它能节省 5.2% 至 32.04% 的剩余能量,具体取决于所使用的项目和信道的数量。低能耗和低计算成本表明,基于电路和面向图论的性能优于最先进的协议,因此是解决单跳环境中置换路由问题的更好选择。
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来源期刊
Journal of Network and Computer Applications
Journal of Network and Computer Applications 工程技术-计算机:跨学科应用
CiteScore
21.50
自引率
3.40%
发文量
142
审稿时长
37 days
期刊介绍: The Journal of Network and Computer Applications welcomes research contributions, surveys, and notes in all areas relating to computer networks and applications thereof. Sample topics include new design techniques, interesting or novel applications, components or standards; computer networks with tools such as WWW; emerging standards for internet protocols; Wireless networks; Mobile Computing; emerging computing models such as cloud computing, grid computing; applications of networked systems for remote collaboration and telemedicine, etc. The journal is abstracted and indexed in Scopus, Engineering Index, Web of Science, Science Citation Index Expanded and INSPEC.
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