Single-pair Equatorial Dipole-Dipole Underground Imaging Antenna Capacitance Minimization Using Grey Wolf Optimization Algorithm

Created by W.Langdon from gp-bibliography.bib Revision:1.8335

@InProceedings{Baun:2023:HNICEM,

• author = "Jonah Jahara Baun and Adrian Genevie Janairo and R-Jay Relano and Ronnie Concepcion and Argel Bandala and Ryan Rhay Vicerra and Seyedali Mirjalili",
• title = "Single-pair Equatorial Dipole-Dipole Underground Imaging Antenna Capacitance Minimization Using Grey Wolf Optimization Algorithm",
• booktitle = "2023 IEEE 15th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM)",
• year = "2023",
• month = nov,
• keywords = "genetic algorithms, genetic programming, Geometry, Sensitivity, Dipole antennas, Imaging, Receiving antennas, Conductivity, advanced metaheuristics, antenna geometry optimisation, bio-inspired optimisation, capacitance modelling, subsurface imaging",
• ISSN = "2770-0682",
• DOI = "doi:10.1109/HNICEM60674.2023.10589146",
• abstract = "Roads using capacitive resistivity underground imaging at very low frequencies are vulnerable to capacitance dynamics characteristic of the antenna, which can lead to unwanted signal reflection, coupling, and an adverse influence on the sensitivity of the reception. Conventional mathematical antenna models are time-consuming, repetitive, prone to error by humans, and produce inconsistent results. A novel method for optimising plate-wire antenna capacitance by equatorial dipole-dipole antenna geometry modelling has been proposed in this paper to tackle this new problem. It involves the use of Genetic programming (GP) optimised through the Grey Wolf Optimisation (GWO) algorithm. Based on 241 permutations of antenna wire radius and elevation along with the width, length, thickness, and elevation of dipole plates, GP was used to develop the fitness function of the capacitance of the antenna. The GP-GWO was used to minimise the capacitance (almost 1 nF) in order to achieve quasi-static conditions. The developed GP-GWO model was compared to the electrical properties of the default antenna and other improved versions through 3D modelling using Altair Feko. In terms of sensitivity, the suggested model outperformed the existing models to the point where it could detect the presence of the pipe that provided the lowest received voltage of 0.080V clearly.",
• notes = "Also known as \cite{10589146}",

}

Genetic Programming entries for Jonah Jahara Garcia Baun Adrian Genevie Galema Janairo R-Jay Relano Ronnie S Concepcion II Argel A Bandala Ryan Rhay P Vicerra Seyedali Mirjalili

Citations