基于最优测量的双曲线法提高室内定位精度

Q4 Biochemistry, Genetics and Molecular Biology Journal of Biomolecular Techniques Pub Date : 2023-04-02 DOI:10.51173/jt.v5i1.812
Noor N. Abed, Mahmood F. Mosleh, Faeza A. Abed, Ali A. Abdullah, Atta Ullah
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引用次数: 0

摘要

室内环境的定位面临着误差率高的问题。为了解决这个问题,选择了一种适合这种环境的双曲方法。此外,当依赖于RSS值时,这种方法会产生很大的误差,因为RSS值的读数不稳定。为了克服这一现象,本研究提出了一种选择合适RSS值的方法。我们的想法是在选定的案例研究大楼中安装4TXs,并在从4TXs测量的四个RSS值中选择位于方形案例研究大楼同一侧的2TXs的最佳两个读数。结果表明,该方法的误差范围在(0.1091,0.0061)~(1.7162,1.6593)之间,误差显著减小。而使用2TXs,该范围从(0.0114,0.0472)到(1.2685,2.3207)。最后,通过实际测量对所提出方法的误差进行了验证。验证结果表明,测量结果与仿真结果非常接近。
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Improve the Positioning Accuracy for Indoor Applications Based on Hyperbolic Method with Optimum Measurement
The localization for indoor environments is faced by problems related to high error rates. To address this problem, a hyperbolic method is chosen which is a suitable for such environments. Also, such methods give a significant error when depending on RSS values, which suffer from unstable reading. To overcome this phenomenon, a proposed method is presented in this research to choose a suitable value of RSS. The idea is to install 4TXs in the chosen case study building and select the best two reading of 2TXs lying on the same side of the square case study building among four values of RSS measured from the 4TXs. The results show that, a significant reduction of error is achieved using the proposed method as the range of achieved error is between (0.1091, 0.0061) to (1.7162, 1.6593). While, the such range are from (0.0114, 0.0472) to (1.2685, 2.3207) by using 2TXs. Finally, a validation of achieved error is applied for the results of proposed method applied by real measurements. The results of such validation show that a close measurement to the simulation result is achieved.
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来源期刊
Journal of Biomolecular Techniques
Journal of Biomolecular Techniques Biochemistry, Genetics and Molecular Biology-Molecular Biology
CiteScore
2.50
自引率
0.00%
发文量
9
期刊介绍: The Journal of Biomolecular Techniques is a peer-reviewed publication issued five times a year by the Association of Biomolecular Resource Facilities. The Journal was established to promote the central role biotechnology plays in contemporary research activities, to disseminate information among biomolecular resource facilities, and to communicate the biotechnology research conducted by the Association’s Research Groups and members, as well as other investigators.
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