EPC-Based Efficient Tag Selection in RFID Systems

Tag-selection problem, which selects a set of wanted tags from a tag population, is vital for boosting efficiencies of the real-time applications in RFID systems. However, prior arts for the problem can not be applied to RFID systems directly, given that they either require additional computing functions implemented in tag’s chips or require a time-consuming pre-process with a large communication cost. This paper studies the tag-selection problem and propose an efficient Electronic Product Code (EPC)-based tag selection method with theoretical analysis. In particular, firstly, we prove a nontrivial lower bound of communication overhead for a protocol which is capable of solving the tag-selection problem. Secondly, we propose an efficient protocol, denoted by TagSP, which only uses the “select” command (a mandatory command that all RFID tags shall support) and EPC. The proposed TagSP can be applied directly into off-the-shelf RFID systems with a communication overhead close to the lower bound. Extensive simulations are conducted and the simulation results show TagSP’s superiority compared with existing protocols.

[1]  Min Chen,et al.  Efficient RFID Grouping Protocols , 2016, IEEE/ACM Transactions on Networking.

[2]  Wei Gong,et al.  Missing Tag Identification in COTS RFID Systems: Bridging the Gap between Theory and Practice , 2020, IEEE Transactions on Mobile Computing.

[3]  Kwan-Wu Chin,et al.  A Survey and Tutorial of RFID Anti-Collision Protocols , 2010, IEEE Communications Surveys & Tutorials.

[4]  Min Chen,et al.  Estimating Cardinality of Arbitrary Expression of Multiple Tag Sets in a Distributed RFID System , 2019, IEEE/ACM Transactions on Networking.

[5]  Toshitaka Tsuda,et al.  Data Driven Cyber-Physical System for Landslide Detection , 2019, Mob. Networks Appl..

[6]  Nan Yang,et al.  HMRL: Relative Localization of RFID Tags with Static Devices , 2017, 2017 14th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON).

[7]  Song Guo,et al.  Range-Based Localization for Sparse 3-D Sensor Networks , 2019, IEEE Internet of Things Journal.

[8]  Jiangchuan Liu,et al.  Efficient group labeling for multi-group RFID systems , 2017, 2017 IEEE/ACM 25th International Symposium on Quality of Service (IWQoS).

[9]  Jonathan Rodriguez,et al.  Robust Mobile Crowd Sensing: When Deep Learning Meets Edge Computing , 2018, IEEE Network.

[10]  Yu Gu,et al.  Approximate Range Emptiness in Constant Time for IoT Data Streams over Sliding Windows , 2019, 2019 28th International Conference on Computer Communication and Networks (ICCCN).

[11]  Lei Yang,et al.  Tagoram: real-time tracking of mobile RFID tags to high precision using COTS devices , 2014, MobiCom.

[12]  Xiaohu Tang,et al.  A Time-Efficient Pair-Wise Collision-Resolving Protocol for Missing Tag Identification , 2017, IEEE Transactions on Communications.

[13]  Yong Luo,et al.  Transforming Device Fingerprinting for Wireless Security via Online Multitask Metric Learning , 2020, IEEE Internet of Things Journal.

[14]  Xiaohu Tang,et al.  An Efficient Bit-Detecting Protocol for Continuous Tag Recognition in Mobile RFID Systems , 2018, IEEE Transactions on Mobile Computing.

[15]  Lijun Chen,et al.  Fast RFID grouping protocols , 2015, 2015 IEEE Conference on Computer Communications (INFOCOM).

[16]  Lei Yang,et al.  RF-Dial: An RFID-based 2D Human-Computer Interaction via Tag Array , 2018, IEEE INFOCOM 2018 - IEEE Conference on Computer Communications.

[17]  Jiannong Cao,et al.  Efficient Range Queries for Large-Scale Sensor-Augmented RFID Systems , 2019, IEEE/ACM Transactions on Networking.

[18]  Xia Wang,et al.  On Improving Write Throughput in Commodity RFID Systems , 2019, IEEE INFOCOM 2019 - IEEE Conference on Computer Communications.

[19]  Min Chen,et al.  Efficient Information Sampling in Multi-Category RFID Systems , 2019, IEEE/ACM Transactions on Networking.

[20]  Kang G. Shin,et al.  Detecting Misplaced RFID Tags on Static Shelved Items , 2019, MobiSys.

[21]  Yan Gao,et al.  A Near-Optimal Protocol for the Grouping Problem in RFID systems , 2020 .

[22]  Junzhou Luo,et al.  A Protocol for Simultaneously Estimating Moments and Popular Groups in a Multigroup RFID System , 2019, IEEE/ACM Transactions on Networking.

[23]  Li Ge,et al.  Accelerate the classification statistics in RFID systems , 2019, Theor. Comput. Sci..

[24]  Xiongwen Zhao,et al.  Access Control and Resource Allocation for M2M Communications in Industrial Automation , 2019, IEEE Transactions on Industrial Informatics.

[25]  Xianfu Chen,et al.  Near-Optimal Data Structure for Approximate Range Emptiness Problem in Information-Centric Internet of Things , 2019, IEEE Access.

[26]  Xiaohu Tang,et al.  A Time- and Energy-Aware Collision Tree Protocol for Efficient Large-Scale RFID Tag Identification , 2018, IEEE Transactions on Industrial Informatics.

[27]  Jizhong Zhao,et al.  Twins: Device-free object tracking using passive tags , 2013, IEEE INFOCOM 2014 - IEEE Conference on Computer Communications.

[28]  Yanyan Wang,et al.  Dynamic Grouping in RFID Systems , 2017, 2017 14th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON).

[29]  Xia Wang,et al.  RF-scanner: Shelf scanning with robot-assisted RFID systems , 2017, IEEE INFOCOM 2017 - IEEE Conference on Computer Communications.