An RFID network design methodology for asset tracking in healthcare
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摘要
The purpose of this research is to provide decision makers with a methodology to optimize the design of a medical-asset tracking system constrained by a limited number of RFID readers. Using an enhanced formulation of the maximal covering location problem along with a new criticality index analysis metric (derived from the severity, frequency and dwell time of the critical medical assets) the optimal placement of the limited number of RFID readers is determined. The proposed methodology is implemented in a healthcare facility where the RFID system coverage has improved by 72% compared to the currently utilized expert/heuristic-based placement strategy.
论文关键词:RFID,Reader placement,Criticality index,Healthcare,Asset tracking,Genetic algorithms
论文评审过程:Received 12 June 2009, Revised 12 January 2010, Accepted 20 January 2010, Available online 28 January 2010.
论文官网地址:https://doi.org/10.1016/j.dss.2010.01.007