Research on Indoor Positioning Technology Based on RFID

被引:0
|
作者
Du, Huaichang [1 ]
机构
[1] Commun Univ China, Sch Informat Engn, Beijing, Peoples R China
来源
KNOWLEDGE DISCOVERY AND DATA MINING | 2012年 / 135卷
关键词
Radio frequency identification; Indoor localization; positioning algorithm; clustering algorithm;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The global positioning system (GPS) in the indoor is difficult to use, ultrasound, infrared and other indoor positioning technology in positioning accuracy and the accuracy has evident defects. RFID based indoor positioning technology is a hot topic at present. The paper introduces the indoor location algorithm based on RFID, especially LANDMARC indoor positioning theory. And on this basis, it improves traditional method by introducing cluster analysis. The simulation results show that the improved algorithm is better than the original algorithm in positioning accuracy.
引用
收藏
页码:109 / 115
页数:7
相关论文
共 50 条
  • [11] Integrating RFID and WLAN for indoor positioning and IP movement detection
    Papapostolou, Apostolia
    Chaouchi, Hakima
    WIRELESS NETWORKS, 2012, 18 (07) : 861 - 879
  • [12] Monte Carlo-Based Indoor RFID Positioning with Dual-Antenna Joint Rectification
    Tao, Yonghui
    Wu, Lujie
    Siden, Johan
    Wang, Gang
    ELECTRONICS, 2021, 10 (13)
  • [13] Indoor Positioning System for IoT Device based on BLE Technology and MQTT Protocol
    Mekki, Kais
    Bajic, Eddy
    Meyer, Fernand
    2019 IEEE 5TH WORLD FORUM ON INTERNET OF THINGS (WF-IOT), 2019, : 787 - 792
  • [14] AN RFID INDOOR POSITIONING SYSTEM BY USING PARTICLE SWARM OPTIMIZATION-BASED ARTIFICIAL NEURAL NETWORK
    Wang, Changzhi
    Shi, Zhicai
    Wu, Fei
    Zhang, Juan
    PROCEEDINGS OF 2016 INTERNATIONAL CONFERENCE ON AUDIO, LANGUAGE AND IMAGE PROCESSING (ICALIP), 2016, : 738 - 742
  • [15] A Survey on Indoor Vehicle Localization Through RFID Technology
    Motroni, Andrea
    Buffi, Alice
    Nepa, Paolo
    IEEE ACCESS, 2021, 9 (09): : 17921 - 17942
  • [16] Composite Indoor Localization and Positioning System Based on Wi-Fi Repeater Technology
    Rashid, Md Tahmid
    Chowdhury, Md Shadman Sakib
    Nawal, Mehbas Fairuz
    PROCEEDINGS OF THE 2016 IEEE REGION 10 CONFERENCE (TENCON), 2016, : 2130 - 2133
  • [17] Performance evaluation of real-time indoor positioning with active RFID and ZigBee-based WSN systems
    Chang, Allen Y.
    Liu, Tsung-Chi
    JOURNAL OF VIBROENGINEERING, 2013, 15 (02) : 736 - 745
  • [18] Research on the ZigBee-Based Indoor Location Estimation Technology
    Lin, Chu-Hsing
    Liu, Jung-Chun
    Tsai, Sheng-Hsing
    Lin, Hung-Yan
    COMMUNICATION AND NETWORKING, PT I, 2011, 265 : 82 - 86
  • [19] Smart Floor: Indoor navigation based on RFID
    Goncalves, Ricardo
    Reis, Joao
    Santana, Emanuel
    Carvalho, Nuno B.
    Pinho, Pedro
    Roselli, Luca
    2013 IEEE WIRELESS POWER TRANSFER (WPT), 2013, : 103 - 106
  • [20] RFID Indoor Localization Based on Relational Aggregation
    Zheng, Jiali
    Qin, Tuanfa
    Wu, Jieming
    Wan, Li
    2016 EIGHTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI), 2016, : 41 - 44