基于RSSI指纹模式匹配的电磁屏蔽底盘室内位置估计

T. Yokoi
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引用次数: 0

摘要

室内位置估计是一个重要的研究课题,因为它对灾难时期的救援援助和和平时期的商业应用都很有用,比如建筑物中的机器人导航。同时,由于电梯内部的缝隙很窄,而且是由多个金属板堆叠而成的外壳结构,因此很难精确模拟无线电波在电梯内部的传播。因此,有必要通过实际测量来澄清这一点。在本文中,我报告了在电磁屏蔽环境(如电梯内部)中测量RSSI的结果,并研究了从电梯外壳内的RSSI估计其位置的可行性。我测量了电梯门关闭时的RSSI,并将其与电梯外的RSSI进行比较,以确定是否有可能估计电梯外壳的位置。本次RSSI测量的目标是一座钢筋混凝土建筑,地上7层,地下2层,无线局域网基站总数为101个,使用2.4 GHz和5 GHz频段。首先,在所有101个基站位置用智能手机测量所有BSSID、频带和RSSI。然后,我分别测量了电梯内(闭门)和电梯外的rsis。为了方便RSSI指纹的使用,我提出了RSFI (Received signal strength indicator fingerprint Similarity Index)。测量结果表明,不同楼层电梯内的RSFI有明显差异,表明位置估计是完全可能的。此外,RSFI也被发现表明电梯舱内位置的差异。使用这个RSFI并不困难,我相信它对用户层面的ILBS(室内定位服务)的发展很有用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Indoor Location Estimation of Electromagnetically Shielded Chassis utilizing RSSI Fingerprint Pattern Matching
Indoor location estimation is an important subject of research because it is useful for rescue assistance in times of dis-aster and for commercial applications in peacetime, like robot nav-igation in buildings. It accompanies difficulties to simulate the propagation of radio waves inside an elevator precisely, which has a narrow slit-like gap and an enclosure structure stacked with multiple metal plates. Therefore, it is necessary to clarify this by actual measurement. In this paper, I report the results of measuring RSSI in a consequently electromagnetically shielded environment, such as inside an elevator, and investigating the feasibility of its location estimation from RSSI inside the elevator enclosure. I measured the RSSI of an elevator with its doors closed and compared it to the RSSI outside the elevator to determine if it is possi-ble to estimate the location of the elevator enclosure. The target of this RSSI measurement is a reinforced concrete building with seven stories above ground and two below, and the total number of WLAN base stations is 101, using 2.4 GHz and 5 GHz frequency bands. First, all BSSID, frequency band, RSSI were measured with a smart phone at all 101 base station locations. Then, I meas-ured the RSSIs at inside of the elevator (with the doors closed) and outside the elevator, respectively. To ease the utilization of the RSSI fingerprint, I proposed the RSFI (Received signal strength indicator Fingerprint Similarity Index). The measurement results showed that the RSFI in the elevator on different floors are clearly different, indicating that position estimation is possible enough. Furthermore, RSFI was also found to indicates the differences in position within the elevator cabin. It is not difficult to use this RSFI, and I believe that it would be useful for the development of ILBS (Indoor Location Based Service) at the user level.
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