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An MILP-Based Cross-Layer Optimization for a Multi-Reader Arbitration in the UHF RFID System
Graduate School of Information and Communication, Ajou University, Suwon 443-749, Korea
* Author to whom correspondence should be addressed.
Received: 30 January 2011 / Accepted: 22 February 2011 / Published: 24 February 2011
Abstract: In RFID systems, the performance of each reader such as interrogation range and tag recognition rate may suffer from interferences from other readers. Since the reader interference can be mitigated by output signal power control, spectral and/or temporal separation among readers, the system performance depends on how to adapt the various reader arbitration metrics such as time, frequency, and output power to the system environment. However, complexity and difficulty of the optimization problem increase with respect to the variety of the arbitration metrics. Thus, most proposals in previous study have been suggested to primarily prevent the reader collision with consideration of one or two arbitration metrics. In this paper, we propose a novel cross-layer optimization design based on the concept of combining time division, frequency division, and power control not only to solve the reader interference problem, but also to achieve the multiple objectives such as minimum interrogation delay, maximum reader utilization, and energy efficiency. Based on the priority of the multiple objectives, our cross-layer design optimizes the system sequentially by means of the mixed-integer linear programming. In spite of the multi-stage optimization, the optimization design is formulated as a concise single mathematical form by properly assigning a weight to each objective. Numerical results demonstrate the effectiveness of the proposed optimization design.
Keywords: RFID; anti-collision; multi-reader arbitration; cross-layer optimization; MILP
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Cite This Article
MDPI and ACS Style
Choi, J.; Lee, C. An MILP-Based Cross-Layer Optimization for a Multi-Reader Arbitration in the UHF RFID System. Sensors 2011, 11, 2347-2368.
Choi J, Lee C. An MILP-Based Cross-Layer Optimization for a Multi-Reader Arbitration in the UHF RFID System. Sensors. 2011; 11(3):2347-2368.
Choi, Jinchul; Lee, Chaewoo. 2011. "An MILP-Based Cross-Layer Optimization for a Multi-Reader Arbitration in the UHF RFID System." Sensors 11, no. 3: 2347-2368.