Anywhere and anytime urban and indoor localization

This report summarises what have been done in the past one year and presents the findings during the process of completing the project. We first discuss the motivation for studying and developing indoor positioning techniques, followed by the typical approach in tackling a positioning problem. Am...

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Main Author: Wen, Xin
Other Authors: Lin Zhiping
Format: Final Year Project
Language:English
Published: 2017
Subjects:
Online Access:http://hdl.handle.net/10356/71250
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-712502023-07-07T17:59:25Z Anywhere and anytime urban and indoor localization Wen, Xin Lin Zhiping School of Electrical and Electronic Engineering A*STAR DRNTU::Engineering::Electrical and electronic engineering This report summarises what have been done in the past one year and presents the findings during the process of completing the project. We first discuss the motivation for studying and developing indoor positioning techniques, followed by the typical approach in tackling a positioning problem. Among all existing system, we decide to focus on a new proposal from MIT Computer Science and Artificial Intelligence Laboratory (MIT CSAIL), called Chronos, attracted by its significant cost savings. We then study papers related to Chronos, a proposed indoor positioning system by MIT CSAIL that enables a single Wi-Fi access point to locate objects with an accuracy of tens of centimetres. Furthermore, we implement the key algorithms underlying the system that enables it to compute time-of-flight with an accuracy of sub-nanoseconds using commodity Wi-Fi cards. Thereafter, we tested and analysed simulation results in each step to show that the prototype can achieve an accuracy of sun-nanoseconds in a theoretical environment. Meanwhile, we discussed the choices of parameters that will increase the accuracy with a minimum increase in the cost of time. Finally, we proposed and discussed the future works need to be done in further development. Bachelor of Engineering 2017-05-15T08:45:30Z 2017-05-15T08:45:30Z 2017 Final Year Project (FYP) http://hdl.handle.net/10356/71250 en Nanyang Technological University 66 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Electrical and electronic engineering
spellingShingle DRNTU::Engineering::Electrical and electronic engineering
Wen, Xin
Anywhere and anytime urban and indoor localization
description This report summarises what have been done in the past one year and presents the findings during the process of completing the project. We first discuss the motivation for studying and developing indoor positioning techniques, followed by the typical approach in tackling a positioning problem. Among all existing system, we decide to focus on a new proposal from MIT Computer Science and Artificial Intelligence Laboratory (MIT CSAIL), called Chronos, attracted by its significant cost savings. We then study papers related to Chronos, a proposed indoor positioning system by MIT CSAIL that enables a single Wi-Fi access point to locate objects with an accuracy of tens of centimetres. Furthermore, we implement the key algorithms underlying the system that enables it to compute time-of-flight with an accuracy of sub-nanoseconds using commodity Wi-Fi cards. Thereafter, we tested and analysed simulation results in each step to show that the prototype can achieve an accuracy of sun-nanoseconds in a theoretical environment. Meanwhile, we discussed the choices of parameters that will increase the accuracy with a minimum increase in the cost of time. Finally, we proposed and discussed the future works need to be done in further development.
author2 Lin Zhiping
author_facet Lin Zhiping
Wen, Xin
format Final Year Project
author Wen, Xin
author_sort Wen, Xin
title Anywhere and anytime urban and indoor localization
title_short Anywhere and anytime urban and indoor localization
title_full Anywhere and anytime urban and indoor localization
title_fullStr Anywhere and anytime urban and indoor localization
title_full_unstemmed Anywhere and anytime urban and indoor localization
title_sort anywhere and anytime urban and indoor localization
publishDate 2017
url http://hdl.handle.net/10356/71250
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