Indoor Localization with smartphone using BLE iBeacon

• المؤلف الرئيسي: Dương, Ngọc Sơn
• مؤلفون آخرون: Dinh, Thi Thai Mai
• التنسيق: Theses and Dissertations
• اللغة: English
• منشور في: 2021
• الموضوعات: a
• الوصول للمادة أونلاين: http://repository.vnu.edu.vn/handle/VNU_123/100709
• المؤسسة: Vietnam National University, Hanoi

In this thesis, an indoor positioning system based on iBeacon and phone sensors was presented. In this thesis, we propose a real-time indoor positioning system in smartphone via BLE iBeacon signal. In which, we used embedded sensors for displacement calculation and BLE iBeacon signal as a calibrated opportunity for sensor-based IPS. Firstly, we investigate the problems associated with the uncertainty of RSS, then offer solution for RSS-based locating moving target under low sampling rate. Secondly, we proposed method of improving accuracy for LSE method. Improved LSE-based position then fused with PDR-based position using Kalman filter to produce more accurate positions. The accuracy of the proposed approaches proved high persuasion for service providers to deploy this low-complexity system for various location-based services.