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A Hybrid Collision Resolution Protocol for Passive RFID Tag Identification

机译:用于无源RFID标签识别的混合碰撞解决协议

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Wireless communication channel collision of RFID system is a key issue that affects the pervasive application of the system, especially for passive RFID system due to the constrained communication ability and energy supply of tags. The collision resolution protocols suggested can be categorized into deterministic tree based protocols and probabilistic frame slot ALOHA based protocols. A hybrid protocol, which combines the query tree protocol and dynamic framed slotted ALOHA protocol, is presented here. In this protocol, at the beginning of each identification frame, the reader broadcasts a query command message which contains a suffix string and integer to indicate a frame size used in this frame to all tags in its vicinity, and every tag whose data match the specified suffix string randomly selects a slot in the frame to transmit its data to the reader. After each round, based on the different occupying situation of slots, the reader re-estimates the number of tags in its range, and according to the identification accuracy required, decides whether to split the group of tags to be identified into sub-groups or not, and adjust the suffix string and select a suitable frame size for the command messages of the following frames. Through this repeated identification and division process, the RFID tags can be identified within a number of frames.Some key factors that influence the efficiency of the identification are also discussed based on binomial distribution model. Three methods for the tag population estimation are examined and their accuracies are compared, and the optimum frame size for the identification of different number of tags is given in consideration of the throughput and efficiency.To verify the performance of the hybrid protocol, a numeric simulation is performed, in which 100 groups of SGTIN-96 encoded tags are generated randomly. Simulation shows that this hybrid protocol outperforms other frame slot ALOHA based collision resolution protocols, especially when there are a large number of RFID tags to be identified. The overall throughput of the hybrid protocol is kept around 34.8% when there are more than 40 tags, near the theoretical maximum value 36.8%. A linear relationship between the number of tags and the total frames and slots required is also observed in the numeric simulation.
机译:RFID系统的无线通信通道冲突是影响系统普遍应用的关键问题,特别是对于无源RFID系统而言,由于标签的通信能力和能量供应受到限制。建议的冲突解决协议可以分为基于确定性树的协议和基于概率帧时隙ALOHA的协议。本文提出了一种混合协议,它将查询树协议和动态帧时隙ALOHA协议结合在一起。在此协议中,读取器在每个标识帧的开头广播一个查询命令消息,该消息包含后缀字符串和整数,以指示该帧中附近所有标签以及其数据与指定标签相符的每个标签的帧大小后缀字符串在帧中随机选择一个插槽以将其数据传输到读取器。在每轮之后,读取器会根据插槽的不同占用情况,重新估计其范围内的标签数量,并根据所需的识别精度,决定是否将要识别的标签组划分为子组或否,然后调整后缀字符串并为后续帧的命令消息选择合适的帧大小。通过这种重复的识别和划分过程,可以在多个帧中识别RFID标签。基于二项分布模型,还讨论了影响识别效率的一些关键因素。研究了三种估计标签数量的方法,并比较了它们的准确性,并考虑了吞吐量和效率,给出了用于识别不同数量标签的最佳帧大小。为验证混合协议的性能,数值模拟执行此操作,其中随机生成100组SGTIN-96编码的标签。仿真表明,这种混合协议优于其他基于帧时隙ALOHA的冲突解决协议,尤其是在要识别大量RFID标签时。当标签数量超过40个时,混合协议的总吞吐量保持在34.8%左右,接近理论最大值36.8%。在数值模拟中,还可以观察到标签数量与所需的总帧数和插槽之间的线性关系。

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