Please use this identifier to cite or link to this item: http://hdl.handle.net/10553/118896
Title: Application of fuzzy logic in a secure beacon–based guidance system for public transportation
Authors: Molina-Gil, Jezabel
Caballero-Gil, Pino
Quesada-Arencibia, Alexis 
De Blasio, Gabriele Salvatore 
UNESCO Clasification: 120304 Inteligencia artificial
3327 Tecnología de los sistemas de transporte
Keywords: Public transport
Guidance
Location system
Bluetooth low energy
Fuzzy logic
Issue Date: 2022
Journal: International Journal of Applied Mathematics and Computer Science 
Abstract: Promoting the use of public transport is increasingly urgent in our society, both to reduce traffic congestion, air pollution and stress levels, and to ensure the high level of mobility demanded by citizens. The lack of continuous on-trip assistance for public transport users discourages many travellers. Thus, the main objective of this work is to design a personal digital travel companion for outdoor location and event detection based on Bluetooth Low Energy, which can be used for intelligent transport technology. After analysing the functional requirements, the proposal is implemented as a mobile application for beacon-based event detection. The system includes an algorithm aided by fuzzy logic to determine the action to be carried out by the user at all times, being able to distinguish between different possible events when more than one beacon is detected. To defend the scheme against possible attacks based on beacon forgery or user tracking, the proposal includes different forms of authentication for data sent from beacons and data sent from the mobile application. The results obtained in simulations show that the proposed system is a viable guidance solution for public transport, including energy saving as one of its main advantages.
URI: http://hdl.handle.net/10553/118896
ISSN: 2083-8492
DOI: 10.34768/amcs-2022-0027
Source: International Journal of Applied Mathematics and Computer Science [ISSN 2083-8492], v. 32 (3), p. 371-387, (Septiembre 2022)
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