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.
引用
下载
收藏
页码:2023 / 2031
页数:9
相关论文
共 50 条
  • [21] "Off-the-shelf" microfluidic devices for the production of liposomes for drug delivery
    Bottaro, E.
    Nastruzzi, C.
    MATERIALS SCIENCE AND ENGINEERING C-MATERIALS FOR BIOLOGICAL APPLICATIONS, 2016, 64 : 29 - 33
  • [22] Off-the-shelf Echelle Spectroscopy: Two Devices on the Test Block
    Eversberg, Thomas
    PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC, 2016, 128 (969)
  • [23] "Off-the-shelf" devices for complex aortic aneurysm repair DISCUSSION
    Beck, Adam W.
    Farber, Mark A.
    JOURNAL OF VASCULAR SURGERY, 2014, 60 (03) : 583 - 584
  • [24] Contactless Respiration Monitoring Via Off-the-Shelf WiFi Devices
    Liu, Xuefeng
    Cao, Jiannong
    Tang, Shaojie
    Wen, Jiaqi
    Guo, Peng
    IEEE TRANSACTIONS ON MOBILE COMPUTING, 2016, 15 (10) : 2466 - 2479
  • [25] Fast and Optimal Beam Alignment for Off-the-Shelf mmWave Devices
    Chen, Wei-Han
    Liu, Xin
    Srinivasan, Kannan
    Parthasarathy, Srinivasan
    PROCEEDINGS OF THE INT'L ACM SYMPOSIUM ON MOBILITY MANAGEMENT AND WIRELESS ACCESS, MOBIWAC 2023, 2023, : 115 - 123
  • [26] Demo Abstract: Implementing SNOW on Commercial Off-The-Shelf Devices
    Ismail, Dali
    Rahman, Mahbubur
    Saifullah, Abusayeed
    2018 IEEE/ACM THIRD INTERNATIONAL CONFERENCE ON INTERNET-OF-THINGS DESIGN AND IMPLEMENTATION (IOTDI 2020), 2018, : 312 - 313
  • [27] SecChecker : Inspecting the security implementation of 5G Commercial Off-The-Shelf (COTS) mobile devices
    Yu, Chuan
    Chen, Shuhui
    Wei, Ziling
    Wang, Fei
    COMPUTERS & SECURITY, 2023, 132
  • [28] Where am I? Characterizing and Improving the Localization Performance of Off-The-Shelf Mobile Devices through Cooperation
    Liang, Huiguang
    Kim, Hyong S.
    Tan, Hwee-Pink
    Yeow, Wai-Leong
    NOMS 2016 - 2016 IEEE/IFIP NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM, 2016, : 375 - 382
  • [29] Identification of Activities of Daily Living Using Sensors Available in off-the-shelf Mobile Devices: Research and Hypothesis
    Pires, Ivan Miguel
    Garcia, Nuno M.
    Pombo, Nuno
    Florez-Revuelta, Francisco
    AMBIENT INTELLIGENCE - SOFTWARE AND APPLICATIONS (ISAMI 2016), 2016, 476 : 121 - 130
  • [30] Light Field Depth Estimation on Off-the-Shelf Mobile GPU
    Ivan, Andre
    Williem
    Park, In Kyu
    PROCEEDINGS 2018 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPRW), 2018, : 747 - 756