Title: Statistical analysis and design of RFID systems for monitoring vehicle ingress/egress in warehouse environments

Authors: Jayjeet M. Govardhan, S.T.S. Bukkapatnam, Yatin Bhamare, Prahalada K. Rao, Vignesh Rajamani

Addresses: Department of Industrial Engineering and Management, Oklahoma State University, Stillwater, OK 74078, USA. ' Department of Industrial Engineering and Management, School of Industrial Engineering and Management, Oklahoma State University, Stillwater, OK 74078, USA. ' Department of Industrial Engineering and Management, Oklahoma State University, Stillwater, OK 74078, USA. ' Department of Industrial Engineering and Management, Oklahoma State University, Stillwater, OK 74078, USA. ' Department of Electrical and Computer Engineering, Oklahoma State University, Stillwater, OK 74078, USA

Abstract: Many academic and industry research efforts are currently focused on evaluating the potentials of RFID technology for industrial applications. Major applications of RFID technologies are anticipated in warehouse and depot environments. One needs systematic methodologies for effective design and deployment of RFID systems in these environments. The authors present a statistically designed experimentation approach for determining the most desirable settings of an RFID system, deployable at vehicle ingress/egress points of a typical warehouse, depot or a manufacturing plant. The approach yields phenomenological insights into the joint effects of multiple RFID system parameters including read distance (i.e. separation between tag and a reader), speed and tag orientations on the performance of the ingress/egress monitoring system. Here performance is primarily specified in terms of readability of the tag, which is measured as the fraction of times a tag is read in a given environment. A statistical model is developed to capture the underlying relationships. The accuracy of the model is estimated to be above 78%, measured in terms of R² values. The model also delineates the interaction effects of the distance and speed on read rate. Additionally insights into the design of RFID system based on this model have emerged from the present investigation.

Keywords: statistical design; statistical analysis; quality function deployment; QFD; orthogonal design; multifactor interactions; warehousing; RFID system design; radio frequency identification; depots; vehicle ingress; vehicle egress; vehicle monitoring.

DOI: 10.1504/IJRFITA.2007.013140

International Journal of Radio Frequency Identification Technology and Applications, 2007 Vol.1 No.2, pp.123 - 146

Published online: 09 Apr 2007 *

Full-text access for editors Full-text access for subscribers Purchase this article Comment on this article