Revolutionizing retail logistics: Fine-tuning 5G-cyberphysical vehicular networks with AGSA-driven path loss models

Okafor, K. C., Adebisi, B., Akande, A. O. and Anoh, K. (2024) Revolutionizing retail logistics: Fine-tuning 5G-cyberphysical vehicular networks with AGSA-driven path loss models. In: 2023 2nd International Conference on Multidisciplinary Engineering and Applied Science (ICMEAS). IEEE, pp. 1-6. ISBN 9798350358834

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Abstract

Non-autonomous vehicles, like the MasterMover electric Tugs, find extensive application in specialised short-range communication settings such as UK's Tesco warehouses. Employing a resilient MasterMover setup, electromagnetic attenuation within the Cyberphysical vehicular infrastructure can be fine-tuned, thereby enhancing supply chain logistics for retail outlets. This study enhances an earlier conventional Agile Gravitational Search Algorithm (AGSA) with outdated path loss models. Through AGSA-driven path loss optimisation, subsequent regression analysis is employed to generate supervised labels for both observed and anticipated path loss behaviors. The findings are useful for new level 3-5 driverless cars operating at 5G/6G spectrum.

Publication Type: Book Sections
Additional Information: The 2nd International Conference on Multidisciplinary Engineering and Applied Sciences (ICMEAS-2023), 1 - 3 November 2023, Abuja, Nigeria ©2023 IEEE
Uncontrolled Keywords: cyberphysical vehicular infrastructure, agile gravitational search algorithm, heterogeneous 5G-cyberphysical vehicular networks, path loss, 5G/6G spectrum, supply chains, traffic control, attenuation, smart transportation, safety, regression analysis
Subjects: T Technology > T Technology (General)
T Technology > TA Engineering (General). Civil engineering (General)
T Technology > TK Electrical engineering. Electronics Nuclear engineering
T Technology > TL Motor vehicles. Aeronautics. Astronautics
T Technology > TS Manufactures
Divisions: Academic Areas > Department of Engineering, Computing and Design
Research Entities > Centre for Future Technologies
Event Title: The 2nd International Conference on Multidisciplinary Engineering and Applied Sciences (ICMEAS-2023)
Event Location: Abuja, Nigeria
Event Dates: 1 - 3 November 2023
Related URLs:
SWORD Depositor: Publications Router Jisc
Depositing User: Publications Router Jisc
Date Deposited: 07 Feb 2024 10:59
Last Modified: 04 Jun 2024 12:27
URI: https://eprints.chi.ac.uk/id/eprint/7346

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