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Efficient Anti-collision Algorithm for RFID EPC Generation-2 Protocol Based on Continuous Detection

机译:基于连续检测的RFID EPC Generation-2协议高效防冲突算法

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To improve the efficiency of the identification process in RFID system, anti-collision protocol is crucial. EPC Class-1 Generation-2 standard (Gen2) employs ALOHA-based Q algorithm as anti-collision protocol. However, the same updating rate will cause unnecessary collided and idle slots. In 2010, we proposed a Fast Q algorithm (FQA) that adjusted the value of Q with different steps. Recently, we find that the Fast Q algorithm can be further improved since it did not consider the probabilities of collided/idle slots. Accordingly, this paper proposes an Enhanced Fast Q algorithm (EFQA). In EFQA, Q will be updated after two continuous collided or idle slots with different updating rates, which are calculated by synthesizing the duration time of collided/idle slots and their probabilities. We then quantitatively analyze the performance of EFQA by establishing a Discrete-Time Markov Chain (DTMC) model. Simulation results show that EFQA outperforms other protocols regardless of the number of tags.
机译:为了提高RFID系统中识别过程的效率,防冲突协议至关重要。 EPC Class-1 Generation-2标准(Gen2)采用基于ALOHA的Q算法作为防冲突协议。但是,相同的更新速率将导致不必要的冲突和空闲时隙。在2010年,我们提出了快速Q算法(FQA),该算法以不同的步长调整Q的值。最近,我们发现快速Q算法可以得到进一步的改进,因为它没有考虑冲突/空闲时隙的可能性。因此,本文提出了一种增强的快速Q算法(EFQA)。在EFQA中,Q将在两个连续的冲突或空闲时隙之后以不同的更新速率进行更新,更新速率通过综合冲突/空闲时隙的持续时间及其概率来计算。然后,我们通过建立离散时间马尔可夫链(DTMC)模型来定量分析EFQA的性能。仿真结果表明,无论标签数量多少,EFQA的性能均优于其他协议。

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