Preliminary analysis of warehouse localization systems based on RFID technology

被引:5
|
作者
La Scalia, Giada [1 ]
Aiello, Giuseppe [1 ]
Enea, Mario [1 ]
Micale, Rosa [1 ]
机构
[1] Univ Palermo, Dipartimento Tecnol Meccan Prod & Ingn Gest, Palermo, Italy
关键词
Warehouse management; RFID; localization accuracy; design optimization;
D O I
10.3233/RFT-2010-002
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the industrial warehouse design domain, today's computerized information systems have gained a relevant interest due to the issues related to asset tracking and traceability. In such context, the employment of newinformation technologies onwarehouse management systems has opened new business opportunities due to the sensible price reduction in the last years. This paper focuses on the technical issues related to the realization of wireless localization systems for warehouses, which are necessary for the implementation of random allocation policies, and in particular investigates the opportunities offered by RFID technology in such context. The enforcement of random allocation policies allows to increase the utilization coefficient of warehouses which is a critical issue, for example in refrigerated warehouses for perishable products. In particular, the development of localization systems based on trilateration is here considered, and an experimental model which links the received signal strength to the reading distance has been determined in order to take into account the specific features of the technology employed. A methodology is hence proposed to overcome the simplifying assumptions theoretical attenuation models rely on, by fitting a mathematical model on experimental observations. The problem of the accuracy level required to locate Stock Keeping Units (SKUs) of fixed dimensions is also considered, resulting in the evaluation of the maximum allowed reading distance. On the basis of the obtained results, the optimal configuration of the fixed infrastructure in terms of the number of antennas and their position is finally defined.
引用
收藏
页码:23 / 36
页数:14
相关论文
共 50 条
  • [41] Localization of Objects using Passive RFID Technology
    Wegener, Marten
    Fross, Daniel
    Roessler, Marko
    Heinkel, Ulrich
    Adler, Matthias
    2014 11TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS & DEVICES (SSD), 2014,
  • [42] RFID technology, systems, and applications
    Sheng, Quan Z.
    Zeadally, Sherali
    Mitrokotsa, Aikaterini
    Maamar, Zakaria
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2011, 34 (03) : 797 - 798
  • [43] DocSearch: UHF RFID Technology for Document Localization
    Buzzi, Marina
    Conti, Marco
    Vannozzi, Daniele
    ERCIM NEWS, 2009, (76): : 66 - 66
  • [44] Analysis of RFID technology based on technology principles and construction of development model
    Xiaoping, Qiu, 2017, Academy of Sciences of the Czech Republic, Dolejskova 5, Praha 8, 182 00, Czech Republic (62):
  • [45] An Efficient Method for Hyperbolic-Based Localization in SAR RFID Systems
    Ma, Yongtao
    Fu, Yanxi
    Liang, Xiuyan
    Liu, Hankai
    Chen, Keqi
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 71
  • [46] Kalman Filter Based Localization and Tracking Estimation for HIMR RFID Systems
    Yang, Qian
    Taylor, David G.
    Durgin, Gregory D.
    2018 IEEE INTERNATIONAL CONFERENCE ON RFID (RFID), 2018,
  • [47] A Localization Technique for Smart Bookshelves based on UHF-RFID Systems
    D'Alessandro, A.
    Buffi, A.
    Nepa, P.
    Isola, G.
    2013 IEEE ANTENNAS AND PROPAGATION SOCIETY INTERNATIONAL SYMPOSIUM (APSURSI), 2013, : 1112 - +
  • [48] Towards Localization of RFID Tags Based on Experimental Analysis of RSSI
    Zhang, X.
    Akre, J-M.
    Baey, S.
    Fladenmuller, A.
    Kervella, B.
    Zancanaro, M. A.
    Fonseca, M.
    2014 IFIP WIRELESS DAYS (WD), 2014,
  • [49] Warehouse Technology in the Supply Chain Management Systems
    Harper, Ralph L., Jr.
    ANNUAL RELIABILITY AND MAINTAINABILITY SYMPOSIUM, 2010 PROCEEDINGS, 2010,
  • [50] The impact of RFID technology on warehouse process innovation: A pilot project in the TPL industry
    Wamba, Samuel Fosso
    Chatfield, Akemi Takeoka
    INFORMATION SYSTEMS FRONTIERS, 2011, 13 (05) : 693 - 706