基于BSSID的办公Wi-Fi室内定位系统

Ratna Aisuwarya, Rian Ferdian, Indah Hestina Yulianti
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引用次数: 0

摘要

室内定位系统用于确定封闭房间或多层建筑中物体的位置。该系统不仅可以确定位置,还可以确定人的运动方向和方向。本次研究使用了利用无线技术的网络技术Wi-Fi(无线保真度),可以在2.4 GHz和5.8 GHz频率下工作。其目的是开发一个可以监控员工存在的系统。这使得管理员的工作更有效,因为它可以根据android应用程序上显示的信息进行统一。通过观察和测试,该系统可以将BSSID显示为MAC地址,并通过管理员身份验证从用户数据中显示SSID。该系统采用k -最近邻(KNN)算法和接收信号强度指示(RSSI)的计算,采用指纹识别方法对教师办公区的用户位置进行监控,平均欧氏距离精度为2.37米,显示用户位置的成功率为100%。然后,系统能够读取RSSI值,误差为2.08%。
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Indoor Positioning System Based on BSSID on Office Wi-Fi Network
Indoor positioning system determine the position of objects in a closed room or story building. This system can determine not only the position but also the orientation and direction of a person's movement. This research uses Wi-Fi (Wireless Fidelity) a network technology that utilizes wireless technology and can work at frequencies of 2.4 GHz and 5.8 GHz. The aims to produce a system that can monitor the presence of employees. This makes the supervisor's work more effective because it can unify based on the information displayed on the android application. Based on observation and testing that has been done, the proposed system can display BSSID as MAC address and SSID from user data by authentication by admin. The system can monitor the user's position in the faculty office area with the application of the K-Nearest Neighbor (KNN) algorithm and the calculation of Received Signal Strength Indication (RSSI) and using the Fingerprinting method with an average Euclidean distance accuracy of 2.37 meters and able to display the user's position with a 100% success percentage. Then, the system is able to read the value of RSSI with 2.08% error.
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