Application of Fuzzy Logic in a Secure Beacon-Based Guidance System for Public Transportation

被引:1
|
作者
Molina-Gil, Jezabel [1 ]
Caballero-Gil, Pino [1 ]
Quesada-Arencibia, Alexis [2 ]
de Blasio, Gabriele Salvatore [2 ]
机构
[1] Univ La Laguna, Dept Comp Engn & Syst, Camino San Francisco Paula,19, San Cristobal la Laguna 38200, Spain
[2] Univ Las Palmas Gran Canaria, Cybernet Sci & Technol Inst, Campus Tafira, Las Palmas Gran Canaria 35017, Spain
关键词
public transport; guidance; location system; Bluetooth Low Energy; fuzzy logic; TRAVEL-TIME; LOCATION;
D O I
10.34768/amcs-2022-0027
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:371 / 387
页数:17
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