SWTRACK: An intelligent model for cargo tracking based on off-the-shelf mobile devices

被引:35
|
作者
Oliveira, Rodrigo R. [1 ]
Noguez, Felipe C. [1 ]
Costa, Cristiano A. [1 ]
Barbosa, Jorge L. [1 ]
Prado, Mario P. [2 ]
机构
[1] Univ Vale do Rio dos Sinos Unisinos, Appl Comp Grad Program PIPCA, BR-93022000 Sao Leopoldo, RS, Brazil
[2] Barao Geraldo Univ City, Unicamp Technol Ctr, Taggen RFID Solut Co, BR-13083866 Sao Paulo, Brazil
关键词
Logistic tracking; Geofence; Location based services; Intelligent tracking system; GPS; Cargo monitoring system;
D O I
10.1016/j.eswa.2012.10.021
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Logistics represent the biggest cost for transportation companies. Companies are investing in monitoring and tracking systems aiming at improving services, reducing costs and ensuring the safety in cargos transports. This article presents an intelligent model to obtain the position of vehicles, using off-the-shelf mobile devices named SWTRACK. The proposal allows distributors companies to track loads and to have real-time information about their whereabouts during a travel. SWTRACK presents an automatic travel management to initialize and finish travels without user interaction. Furthermore, it provides a mechanism to monitor detours in planned routes and to send alarms notification through mobile devices. To build that mechanism, we studied the Geofence concept and existing techniques to prepare two solutions based on continuous monitoring. Those solutions were compared and discussed. We also conducted a model evaluation using off-the-shelf mobile devices. Moreover, we provide an impact analysis regarding GPS precision and battery power consumption. In the end, we show that the proposed model generates a reliable system for tracking vehicles. (C) 2012 Elsevier Ltd. All rights reserved.
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页码:2023 / 2031
页数:9
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