基于交集技术的指纹信息重组在室内rfid定位系统中的应用

I. Mustika, Sisongkham Phimmasean
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引用次数: 3

摘要

指纹数据库中的指纹信息对室内定位非常重要。一个好的数据库可以提供好的估计结果。同时,提供一个好的数据库的难点在于信息记录过程的复杂性。利用数据库中的指纹信息和观测到的信息,可以得到目标的估计位置。本文研究了数据库中指纹信息的重组问题。由于记录过程复杂,耗时长,因此采用交叉技术来解决这一问题。该技术在实际记录过程中产生了一种新的信息来代替指纹信息。结果表明,由于平均误差距离小于标签之间的距离(指纹位置),与旧数据库相比,该技术具有更好的位置估计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reorganizing fingerprint information using intersection technique for RFID-based indoor localization system
Fingerprint information in a database is very important for indoor localization. A good database can provide good estimation results. Meanwhile, the difficult of providing a good database is the complexity of information recording process. The estimated location of the target can be obtained using the fingerprint information in the database and the observed information. In this paper, the reorganization of fingerprint information in the database is considered. Since the process of recording is complex and time consuming, the solution of this problem is using intersection technique. This technique creates a new information instead of fingerprint information in real recording process. The results shows that the proposed technique has better location estimation compared with the old database since the average error distance is less than the gap between tags (fingerprint locations).
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