RFID 3D location sensing algorithms

Effective monitoring of personnel movements, material locations, and construction equipment has always been a topic of concern in construction management. Radio Frequency Identification (RFID) technology has been proven to increase efficiency for staff and materials management. The objective of this study is to develop a Three-Dimensional (3D) location sensing algorithm using RFID technology to analyze the possible location of objects. To achieve this goal, this research first establishes an indoor wireless sensing network to collect Received Signal Strength Indication (RSSI). The distance between the antenna and target tag is calculated based on RSSI. The gradient decent method is then used to calculate the location of the electronic tag. The feasibility of this 3D positioning algorithm is verified using a real case. The experiment proves that the location sensing algorithm established in this study can gradually approach the actual location of the target tag. This research is one of the first studies for 3D location sensing with RFID application in the construction industry. The proposed RFID 3D sensing algorithm can be used to assist construction managers in locating the positions of relevant personnel, equipment, apparatus and materials, enhancing management efficiency and safety.

[1]  Joan García-Haro,et al.  Tracking of Returnable Packaging and Transport Units with active RFID in the grocery supply chain , 2009, Comput. Ind..

[2]  Andy Hopper,et al.  The active badge location system , 1992, TOIS.

[3]  Edward J. Jaselskis,et al.  Implementing Radio Frequency Identification in the Construction Process , 2003 .

[4]  Federico Thomas,et al.  Revisiting trilateration for robot localization , 2005, IEEE Transactions on Robotics.

[5]  Chimay J. Anumba,et al.  Radio-Frequency Identification (RFID) applications: A brief introduction , 2007, Adv. Eng. Informatics.

[6]  Paul M. Goodrum,et al.  Assessing the impact of materials tracking technologies on construction craft productivity , 2009 .

[7]  Jie Gao,et al.  Localization and routing in sensor networks by local angle information , 2005, MobiHoc '05.

[8]  Charles T. Jahren,et al.  RADIO-FREQUENCY IDENTIFICATION APPLICATIONS IN CONSTRUCTION INDUSTRY , 1995 .

[9]  Yunhao Liu,et al.  LANDMARC: Indoor Location Sensing Using Active RFID , 2004, Proceedings of the First IEEE International Conference on Pervasive Computing and Communications, 2003. (PerCom 2003)..

[10]  Burcu Akinci,et al.  Automating the task of tracking the delivery and receipt of fabricated pipe spools in industrial projects , 2006 .

[11]  Hüsnü Yenigün,et al.  2-D localization and identification based on SAW ID-tags at 2.5 GHz , 2003 .

[12]  Moeness G. Amin,et al.  Localization and Tracking of Passive RFID Tags Based on Direction Estimation , 2007 .

[13]  Paul M. Goodrum,et al.  The application of active radio frequency identification technology for tool tracking on construction job sites , 2006 .

[14]  Eric W.T. Ngai,et al.  RFID: Technology, applications, and impact on business operations , 2008 .

[15]  Sherali Zeadally,et al.  RFID Infrastructure Design: A Case Study of Two Australian RFID Projects , 2009, IEEE Internet Computing.

[16]  Daijin Kim,et al.  A Robust Location Tracking Using Ubiquitous RFID Wireless Network , 2006, UIC.

[17]  Chien-Ho Ko RFID-based building maintenance system , 2009 .

[18]  Klaus Feldmann,et al.  Plasma-printing and galvanic metallization hand in hand—A new technology for the cost-efficient manufacture of flexible printed circuits , 2009 .

[19]  Tatsuo Arai,et al.  Parts and packets unification radio frequency identification (RFID) application for construction , 2005 .

[20]  So Young Sohn,et al.  Cost of ownership model for the RFID logistics system applicable to u-city , 2007, Eur. J. Oper. Res..

[21]  Jan Holmström,et al.  Roadmap to tracking based business and intelligent products , 2009, Comput. Ind..

[22]  Simaan M. AbouRizk,et al.  Decision support in construction equipment management using a nonparametric outlier mining algorithm , 2008, Expert Syst. Appl..

[23]  Bimal Kumar Special Section on RFID applications in engineering , 2007, Adv. Eng. Informatics.

[24]  Andrew Lim,et al.  A Robust RFID-Based Method for Precise Indoor Positioning , 2006, IEA/AIE.

[25]  V. Daniel Hunt,et al.  RFID: A Guide to Radio Frequency Identification , 2007 .

[26]  José A. Gallud,et al.  Improving location awareness in indoor spaces using RFID technology , 2010, Expert Syst. Appl..

[27]  F. Gustafsson,et al.  Mobile positioning using wireless networks: possibilities and fundamental limitations based on available wireless network measurements , 2005, IEEE Signal Processing Magazine.

[28]  R. Hartley Triangulation, Computer Vision and Image Understanding , 1997 .

[29]  Dursun Delen,et al.  An RFID network design methodology for asset tracking in healthcare , 2010, Decis. Support Syst..

[30]  Steve Hinske Determining the Position and Orientation of Multi-Tagged Objects Using RFID Technology , 2007, Fifth Annual IEEE International Conference on Pervasive Computing and Communications Workshops (PerComW'07).

[31]  T.C.E. Cheng,et al.  Development of an RFID‐based Traceability System: Experiences and Lessons Learned from an Aircraft Engineering Company , 2007 .

[32]  H. Stockman,et al.  Communication by Means of Reflected Power , 1948, Proceedings of the IRE.

[33]  D. E. Manolakis,et al.  Efficient solution and performance analysis of 3-D position estimation by trilateration , 1996 .

[34]  J. Landt,et al.  The history of RFID , 2005, IEEE Potentials.

[35]  Alp Ustundag,et al.  The impacts of Radio Frequency Identification (RFID) technology on supply chain costs , 2009 .

[36]  David Wood,et al.  BlueBot: asset tracking via robotic location crawling , 2005, ICPS '05. Proceedings. International Conference on Pervasive Services, 2005..

[37]  B. Makin,et al.  The effectiveness of passive RFID Tags in the presence of charged particles , 2009 .

[38]  Simon Véronneau,et al.  RFID benefits, costs, and possibilities: The economical analysis of RFID deployment in a cruise corporation global service supply chain , 2009 .

[39]  Hitoshi Hayashi,et al.  Asset Tracking System Using Long-life Active RFID Tags , 2003 .

[40]  Walter Lang,et al.  Spatial temperature profiling by semi-passive RFID loggers for perishable food transportation , 2009 .

[41]  Gregory D. Abowd,et al.  Proceedings of the 9th international conference on Ubiquitous computing , 2007 .

[42]  Wail Gueaieb,et al.  An Intelligent Mobile Robot Navigation Technique Using RFID Technology , 2008, IEEE Transactions on Instrumentation and Measurement.

[43]  Naief Turki Ibn-Homaid,et al.  A comparative evaluation of construction and manufacturing materials management , 2002 .

[44]  Carlos H. Caldas,et al.  A proximity-based method for locating RFID tagged objects , 2007, Adv. Eng. Informatics.