The Indoor Positioning Method Time Difference of Arrival with Conic Curves Utilizing a Novel Networking RFID System

被引:2
作者
Wang, Xize [1 ]
Ding, Haiyu [1 ]
Luo, Zhenghu [1 ]
Xu, Xiaodong [2 ]
Wei, Yinghui [1 ]
Li, Yuanhang [1 ]
Wang, Qing [1 ]
Jia, Qianfan [1 ]
机构
[1] China Mobile Res Inst, Beijing 100053, Peoples R China
[2] Beijing Univ Posts & Telecommun, State Key Lab Networking & Switching Technol, Beijing 100876, Peoples R China
基金
中国国家自然科学基金;
关键词
passive RFID; indoor positioning; semantic communication; fingerprint algorithm; TDACC;
D O I
10.3390/electronics12153236
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
At present, the demand for accurate indoor positioning at a low cost is increasing. Based on the architecture of networking passive radio frequency identification (RFID) systems, research into passive location algorithms is important for finding a location solution with ultra-low cost, easy implementation, and no required maintenance. In this paper, TDACC (time difference of arrival with conic curves) based on signal propagation time is proposed, which breaks down the positioning problem into solving the intersection of an ellipse and a hyperbola. The results indicate that this method has a positioning error of 0 m in the absence of signal interference. When the time delay fluctuates to 1 ns and 2 ns, the average errors of TDACC are 0.19 m and 0.33 m, respectively. Different from other time-based localization methods, the proposed method only requires two distribution nodes without time synchronization, which reduces the system cost. These results will help to promote the deeper semantic communication level fusion of passive RFID. By improving the coordinate positioning in the semantic prior knowledge base, this method will lead to more efficient and accurate industry applications.
引用
收藏
页数:18
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