Slot Assignment Algorithm Based on Hash Function for Multi-target RFID System
Title | Slot Assignment Algorithm Based on Hash Function for Multi-target RFID System |
Publication Type | Conference Paper |
Year of Publication | 2018 |
Authors | Zhang, Suman, Qin, Cai, Wang, Chaowei, Wang, Weidong, Zhang, Yinghai |
Conference Name | 2018 IEEE/CIC International Conference on Communications in China (ICCC) |
Date Published | aug |
Keywords | ALOHA algorithm, Anti-collision, anti-collision algorithms, compositionality, hash algorithms, Hash Function, Hash functions, Heuristic algorithms, Multitag identification technique, Multitarget RFID system, Multitarget tags assignment slots algorithm, object detection, pubcrawl, radiofrequency identification, resilience, Resiliency, simulation, slot assignment algorithm, Smart tags, Stability analysis, Tag group, Tag matching, tags collision, telecommunication congestion control, Throughput, Wireless sensor networks |
Abstract | Multi-tag identification technique has been applied widely in the RFID system to increase flexibility of the system. However, it also brings serious tags collision issues, which demands the efficient anti-collision schemes. In this paper, we propose a Multi-target tags assignment slots algorithm based on Hash function (MTSH) for efficient multi-tag identification. The proposed algorithm can estimate the number of tags and dynamically adjust the frame length. Specifically, according to the number of tags, the proposed algorithm is composed of two cases. when the number of tags is small, a hash function is constructed to map the tags into corresponding slots. When the number of tags is large, the tags are grouped and randomly mapped into slots. During the tag identification, tags will be paired with a certain matching rate and then some tags will exit to improve the efficiency of the system. The simulation results indicate that the proposed algorithm outperforms the traditional anti-collision algorithms in terms of the system throughput, stability and identification efficiency. |
URL | https://ieeexplore.ieee.org/document/8641104/ |
DOI | 10.1109/ICCChina.2018.8641104 |
Citation Key | zhang_slot_2018 |
- radiofrequency identification
- wireless sensor networks
- Throughput
- telecommunication congestion control
- tags collision
- Tag matching
- Tag group
- Stability analysis
- Smart tags
- slot assignment algorithm
- simulation
- Resiliency
- resilience
- ALOHA algorithm
- pubcrawl
- object detection
- Multitarget tags assignment slots algorithm
- Multitarget RFID system
- Multitag identification technique
- Heuristic algorithms
- Hash functions
- Hash Function
- hash algorithms
- Compositionality
- anti-collision algorithms
- Anti-collision