Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/148055
Title: Indoor navigation incorporating multiple localisation sources and pedestrian dead reckoning
Authors: Lim, Bo Zhi
Keywords: Engineering::Computer science and engineering
Issue Date: 2021
Publisher: Nanyang Technological University
Source: Lim, B. Z. (2021). Indoor navigation incorporating multiple localisation sources and pedestrian dead reckoning. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/148055
Project: SCSE20-0146
Abstract: Navigation systems have become an integral part of our daily lives. The Global Positioning System (GPS) is widely used to determine outdoor positions and is capable of achieving high accuracy and reliability due to extensive research over the years. However, it is unable to replicate such results for indoor localisation. Indoor localisation instead utilises other technologies developed over the past couple of years such as Wi-Fi fingerprinting and Bluetooth Low Energy (BLE) beacons. These technologies achieve decent results alone, but their accuracy and efficiency improves when utilised in combination. This project explores the possibilities of combining various localisation technologies, such as GPS, Wi-Fi fingerprinting and BLE beacons, with methodologies such as Pedestrian Dead Reckoning (PDR), to obtain accurate location estimations in short intervals. This project also involved the participation in an Indoor Positioning and Indoor Navigation (IPIN) Indoor Localisation Competition to gain insights on the localisation technologies and methodologies. Experimental results show a slight improvement over Wi-Fi fingerprinting and GPS, with possible rooms for improvement, while a feasibility study is scheduled to be conducted to evaluate the feasibility of the algorithm in an actual use-case scenario.
URI: https://hdl.handle.net/10356/148055
Fulltext Permission: restricted
Fulltext Availability: With Fulltext
Appears in Collections:SCSE Student Reports (FYP/IA/PA/PI)

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