Abstract

Routing Protocol for Low-power and Lossy Networks (RPL), the de facto standard routing protocol for the Internet of Things (IoT) administers the smooth transportation of data packets across the Wireless Sensor Network (WSN). However, the mechanism fails to address the heterogeneous nature of data packets traversing the network, as these packets may carry different classes of data with different priority statuses, some real-time (time-sensitive) while others non-real-time (delay-tolerant). The standard Objective Functions (OFs), used by RPL to create routing paths, treat all classes of data as the same, this practice is not only inefficient but results in poor network performance. In this article, the Prioritized Shortest Path Computation Mechanism (PSPCM) is proposed to resolve the data prioritization of heterogeneous data and inefficient power management issues. The mechanism prioritizes heterogeneous data streaming through the network into various priority classes, based on the priority conveyed by the data. The PSPCM mechanism routes the data through the shortest and power-efficient path from the source to the destination node. PSPCM generates routing paths that exactly meet the need of the prioritized data. It outperformed related mechanisms with an average of 91.49% PDR, and average power consumption of 1.37mW which translates to better battery saving and prolonged operational lifetime while accommodating data with varying priorities.

Highlights

  • The world is technologically changing at a phenomenal rate, the birth of artificial intelligence and the Internet of Things (IoT) and Fifth Generation (5G) technology [1–3] are reshaping how we live our everyday lives

  • The reduction in packet delivery ratio (PDR) performance is attributed to the increase in collision domain as the number of nodes and data packets involved in the network transaction increases, resulting in an increase in dropped packets

  • The good performance of Prioritized Shortest Path Computation Mechanism (PSPCM)—High Priority Data (HPD) is attributed to how the mechanism uses a more precise approach to select the appropriate and optimal parent, node ranks, and path resulting in the shortest possible path leading to the destination node from the source node

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Summary

Introduction

The world is technologically changing at a phenomenal rate, the birth of artificial intelligence and the Internet of Things (IoT) and Fifth Generation (5G) technology [1–3] are reshaping how we live our everyday lives. As it stands, information is readily available right on our palms, fingertips, or at the push of a button. Intelligent sensors, cooperatively working together forming a network called Wireless Sensor Networks (WSN) [4–6] installed in target locations called sensor field, monitoring physically changing parameters that are both time-sensitive.

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