Spatial and temporal analysis on the distribution of active radio-frequency identification (RFID) tracking accuracy with the kriging method

Sensors (Switzerland)

Volumn 14, Issue 11, 2014, Pages 20451-20467

  Liu, Xin ^a   Shannon, Jeremy ^b   Voun, Howard ^b   Truijens, Martijn ^b   Chi, Hung Lin ^a   Wang, Xiangyu ^a,c  

^a CURTIN UNIVERSITY   (Australia)

^b WOODSIDE ENERGY LTD   (Australia)

^c Kyung Hee University   (South Korea)

Author keywords

Radio frequency identification (RFID); Spatial analysis; Spatial and temporal variation; Tracking

Indexed keywords

SURFACE DISCHARGES;

KRIGING METHODS; SPATIAL ANALYSIS; SPATIAL AND TEMPORAL ANALYSIS; SPATIAL AND TEMPORAL VARIATION; TRACKING ACCURACY;

RADIO FREQUENCY IDENTIFICATION (RFID);

EID: 84908541751     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s141120451     Document Type: Article

References (47)

1. Fan, H.; Wu, Q.; Lin, Y.; Zhang, J. A split-path schema-based rfid data storage model in supply chain management. Sensors 2013, 13, 5757-5776.
2. Wang, J.; Ni, D.; Li, K. RFID-based vehicle positioning and its applications in connected vehicles. Sensors 2014, 14, 4225-4238.
3. Hsu, C.-C.; Chen, J.-H. A novel sensor-assisted RFID-based indoor tracking system for the elderly living alone. Sensors 2011, 11, 10094-10113.
4. Chung, Y.W. Modeling and performance analysis of movement-based group location management using RFID sensing in public transportation systems. Sensors 2012, 12, 16077-16098.
5. Hsu, Y.C.; Chen, A.P.; Wang, C.H. A RFID-Enabled Traceability System for the Supply Chain of Live Fish. In Proceedings of the IEEE International Conference on Automation and Logistics, 2008 (ICAL 2008), Qingdao, China, 1-3 September 2008; pp. 81-86.
6. Anusha, S.; Iyer, S. RFIDcover-A Coverage Planning Tool for Rfid Networks with Mobile Readers. In Embedded and Ubiquitous Computing-EUC 2005 Workshops; Springer: Heidelberg, Germany, 2005; pp. 1047-1057.
7. Al-Fagih, A.E.; Al-Turjman, F.M.; Hassanein, H.S.; Alsalih, W.M. Coverage-Based Placement in RFID Networks: An Overview. In Proceedings of the 2012 Third FTRA International Conference on Mobile, Ubiquitous, and Intelligent Computing (MUSIC), Vancouver, BC, Canada, 26-28 June 2012; pp. 220-224.
8. Wang, H.; Chen, S.; Xie, Y. An RFID-based digital warehouse management system in the tobacco industry: A case study. Int. J. Prod. Res. 2010, 48, 2513-2548.
9. Vo, C.C.; Chilamkurti, N.; Loke, S.W.; Torabi, T. Radio-mama: An RFID based business process framework for asset management. J. Netw. Comput. Appl. 2011, 34, 990-997.
10. O'Driscoll, C.; MacCormac, D.; Deegan, M.; Mtenzi, F.; O'Shea, B. RFID: An ideal technology for ubiquitous computing? In Proceedings of the 5th International Conference on Ubiquitous Intelligence and Computing, Oslo, Norway, 23-25 June 2008.
11. Floerkemeier, C.; Lampe, M. Issues with RFID usage in ubiquitous computing applications. In Pervasive Computing; Springer: Heidelberg, Germany, 2004; pp. 188-193.
12. Jeffery, S.R.; Garofalakis, M.; Franklin, M.J. Adaptive cleaning for RFID data streams. In Proceedings of the 32nd International Conference on Very Large Data Bases, Seoul, Korea, 12-15 September 2006; pp. 163-174.
13. Chawla, K.; McFarland, C.; Robins, G.; Shope, C. Real-time RFID localization using RSS. In Proceedings of the International Conference on Localization and GNSS, Turin, Italy, 25-27 Junuary 2012; pp. 1-6.
14. Liu, H.; Darabi, H.; Banerjee, P.; Liu, J. Survey of wireless indoor positioning techniques and systems. IEEE Trans. Syst. Man Cybern. Part C Appl. Rev. 2007, 37, 1067-1080.
15. Deasy, T.P.; Scanlon, W.G. Stepwise algorithms for improving the accuracy of both deterministic and probabilistic methods in WLAN-based indoor user localization. Int. J. Wirel. Inf. Netw. 2004, 11, 207-216.
16. Sabesan, S.; Crisp, M.; Penty, R.V.; White, I.H. An error free passive uhf RFID system using a new form of wireless signal distribution. In Proceedings of the IEEE International Conference on RFID, Orlando, FL, USA, 3-5 April 2012; pp. 58-65.
17. Dobkin, D.M.; Weigand, S.M. Environmental effects on RFID tag antennas. In Proceedings of the IEEE MTT-S International Microwave Symposium Digest, Long Beach, CA, USA, 12-17 June 2005; pp. 135-138.
18. Zhou, J.; Shi, J. A comprehensive multi-factor analysis on RFID localization capability. Adv. Eng. Inform. 2011, 25, 32-40.
19. Song, J.; Haas, C.T.; Caldas, C.H. A proximity-based method for locating RFID tagged objects. Adv. Eng. Inform. 2007, 21, 367-376.
20. Pradhan, A.; Ergen, E.; Akinci, B. Technological assessment of radio frequency identification technology for indoor localisation. J. Comput. Civ. Eng. 2009, 23, 230-238.
21. Taneja, S.; Akcamete, A.; Akinci, B.; Garrett, J.H., Jr.; Soibelman, L.; East, E.W. Analysis of three indoor localisation technologies for supporting operations and maintenance field tasks. J. Comput. Civ. Eng. 2012, 26, 708-719.
22. Vähäa, P.; Heikkiläa, T.; Kilpeläinena, P.; Järviluomaa, M.; Gambaob, E. Extending automation of building construction-Survey on potential sensor technologies and robotic applications. Autom. Constr. 2013, 36, 168-178.
23. Myung, J.; Lee, W. Adaptive splitting protocols for RFID tag collision arbitration. In Proceedings of the International Symposium on Mobile Ad Hoc Networking and Computing, Florence, Italy, 22-25 March 2006; pp. 202-213.
24. Namboodiri, V.; Gao, L. Energy-aware tag anti-collision protocols for RFID systems. In Proceedings of the 5th IEEE International Conference in Pervasive Computing and Communications, White Plains, NY, USA, 19-27 March 2007; pp. 44-59.
25. Bornhövd, C.; Lin, T.; Haller, S.; Schaper, J. Integrating automatic data acquisition with business processes experiences with sap's auto-ID infrastructure. In Proceedings of the the 30th International Conference on Very Large Data Bases, Toronto, ON, Canada, 31 August-3 September 2004; pp. 1182-1188.
26. Wang, F.; Liu, P. Temporal management of RFID data. In Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, 30 August-2 September 2005; pp. 1128-1139.
27. Teizer, J.; Cheng, T.; Fang, Y. Location tracking and data visualization technology to advance construction ironworkers' education and training in safety and productivity. Autom. Constr. 2013, 35, 53-68.
28. Grau, D.; Caldas, C.H.; Haas, C.T.; Goodrum, P.M.; Gong, J. Assessing the impact of materials tracking technologies on construction craft productivity. Autom. Constr. 2009, 18, 903-911.
29. Costin, A.; Pradhananga, N.; Teizer, J. Leveraging passive RFID technology for construction resource field mobility and status monitoring in a high-rise renovation project. Autom. Constr. 2013, 24, 1-15.
30. Truijens, M.; Wang, X.; de Graaf, H.; Liu, J.J. Evaluating the performance of absolute rssi positioning algorithm-based microzoning and rfid in construction materials tracking. Math. Probl. Eng. 2014, 2014, 1-8.
31. Wang, X.; Love, P.E.D.; Kim, M.J.; Park, C.S.; Sing, C.P.; Hou, L. A conceptual framework for integrating building information modeling with augmented reality. Autom. Constr. 2013, 34, 37-44.
32. Panten, K.; Haneklaus, S.; Schnug, E.; Robert, P. Monitor pedo cells derived from remote sensing images and yield maps in northern germany. In Proceedings of the 6th International Conference on Precision Agriculture and Other Precision Resources Management, Minneapolis, MN, USA, 14-17 July 2002; American Society of Agronomy: Madison, WI, USA, 2003; pp. 1776-1785.
33. Griffith, D.A. Advanced Spatial Statistics: Special Topics in the Exploration of Quantitative Spatial Data Series; Kluwer Academic Publishers: Norwell, MA, USA, 1988; Volume 12.
34. Bailey, T.C.; Gatrell, A.C. Interactive Spatial Data Analysis; Longman Scientific & Technical: Essex, UK, 1995; Volume 413.
35. Oliver, M.A.; Webster, R. Kriging: A method of interpolation for geographical information systems. Int. J. Geogr. Inf. Syst. 1990, 4, 313-332.
36. Wong, D.W.; Yuan, L.; Perlin, S.A. Comparison of spatial interpolation methods for the estimation of air quality data. J. Expo. Anal. Environ. Epidemiol. 2004, 14, 404-415.
37. Li, J.; Heap, A.D. A Review of Spatial Interpolation Methods for Environmental Scientists; Geoscience Australia: Canberra, Australia, 2008; Volume 23.
38. Emery, X. Multigaussian kriging for point-support estimation: Incorporating constraints on the sum of the kriging weights. Stoch. Environ. Res. Risk Assess. 2006, 20, 53-65.
39. Burrough, P.A. Gis and geostatistics: Essential partners for spatial analysis. Environ. Ecol. Stat. 2001, 8, 361-377.
40. Cho, C.K.; Kang, S. A practical estimation method for groundwater level elevations. J. Korean Math. Soc. 1997, 34, 927-947.
41. Valeriano, M.M.; Kuplich, T.M.; Storino, M.; Amaral, B.D.; Mendes, J.N., Jr.; Lima, D.J. Modeling small watersheds in brazilian amazonia with shuttle radar topographic mission-90m data. Comput. Geosci. 2006, 32, 1169-1181.
42. Wang, X.; Gu, N.; Marchant, D. An empirical case study on designer's perceptions of augmented reality within an architectural firm. J. ITCon. 2008, 13, 536-552.
43. Wang, X.; Truijens, M.; Hou, L.; Wang, Y. Application of collaborative mobile system in ar-based visualization, data storage and manipulation. In Cooperative Design, Visualization, and Engineering; Luo, Y., Ed.; Springer: Heidelberg, Germany, 2013; Volume 8091, pp. 221-226.
44. Wang, X.; Dunston, P. Tangible mixed reality for remote design review: A study understanding user perception and acceptance. Vis. Eng. 2013, 1, 8.
45. Wang, X. Augmented reality in architecture and design: Potentials and challenges for application. Int. J. Archit. Comput. 2009, 7, 309-326.
46. Wang, X. Using augmented reality to plan virtual construction worksite. Int. J. Adv. Robot. Syst. 2007, 4, 501-512.
47. Wang, X.; Kim, M.J.; Love, P.E.; Kang, S.-C. Augmented reality in built environment: Classification and implications for future research. Autom. Constr. 2013, 32, 1-13.