LV EN

Comparative analysis of RPL protocol objective functions impact on energy consumption in low-power and lossy networks

Deniss Bogdans

ABSTRACT

This bachelor thesis explores the impact of different RPL protocol objective functions on energy consumption in low-power and lossy networks. Given the critical role of low-power and lossy networks in applications like environmental monitoring, industrial automation, and smart cities, optimising energy consumption is paramount. Using the Contiki-NG operating system and the Cooja network simulator, this study conducts a comparative analysis of two primary objective functions: Objective Function Zero and Minimum Rank with Hysteresis Objective Function. Simulations are performed under 18 network scenarios including different node densities (10, 30, 50), node positioning, and receive ratios. The findings indicate that Objective Function Zero generally consumes less energy, particularly in high-density networks and environments with high packet delivery ratios. Conversely, Minimum Rank with Hysteresis Objective Function may be more suitable for dynamic and unpredictable environments despite its higher energy consumption. This research offers practical recommendations for selecting objective functions to optimise the energy consumption of constrained networks, contributing to the development of more sustainable IoT solutions.
Author: Deniss Bogdans
Degree: Bachelor
Year: 2024
Work Language: English
Supervisor: Mg. sc. ing., Jeļena Baranova
Faculty: Engineering Faculty
Study programme: Computer Engineering and Electronics

KEYWORDS

LOW, POWER AND LOSSY NETWORKS, ENERGY CONSUMPTION, OBJECTIVE FUNCTIONS, INTERNET OF THINGS