Unveiling pollution peaks: Comparing swarm intelligence with Drone Hill Climber

Book chapter

Prior, Oliver J., Hannan Bin Azhar, M. A., Sahota, Vijay and Turner, Scott 2024. Unveiling pollution peaks: Comparing swarm intelligence with Drone Hill Climber. in: 2024 IEEE 22nd Jubilee International Symposium on Intelligent Systems and Informatics (SISY) IEEE. pp. 399-404

Publication dates
Authors	Prior, Oliver J., Hannan Bin Azhar, M. A., Sahota, Vijay and Turner, Scott
Abstract	Climate change has become an accelerating problem in recent years due to pollutants like greenhouse gases, with carbon dioxide being the most prominent. Similarly in time, works on the application and development of swarm intelligence using drones, along with the use of drones to monitor air pollution/ source discovery, have been carried out in isolation to date. This paper presents an investigation to discover multiple pollution sources using a variety of existing swarm intelligence algorithms, through simulated drones. This paper also presents a bespoke Drone Hill Climber (DHC) algorithm that introduces the novel of multiple drones each flying on their own set paths, with the aim of finding multiple pollution peaks at efficient speeds.
Keywords	Swarm intelligence; Drone; Air pollution monitoring; Climate change; Particle swarm optimisation; Firefly algorithm; Artificial bee colony; Simulations
Page range	399-404
Year	2024
Book title	2024 IEEE 22nd Jubilee International Symposium on Intelligent Systems and Informatics (SISY)
Publisher	IEEE
Output status	Published
Print	19 Sep 2024
Publication process dates
Deposited	07 Oct 2024
Digital Object Identifier (DOI)	https://doi.org/10.1109/sisy62279.2024.10737602
Official URL	https://ieeexplore.ieee.org/document/10737602
Funder	Canterbury Christ Church University
Additional information	Publications router.
Journal	2024 IEEE 22nd Jubilee International Symposium on Intelligent Systems and Informatics (SISY)
Event	SISY 2024
Web address (URL) of conference proceedings	https://ieeexplore.ieee.org/xpl/conhome/10737504/proceeding

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