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...
Saved in:
Main Author: | |
---|---|
Other Authors: | |
Format: | Final Year Project |
Language: | English |
Published: |
2017
|
Subjects: | |
Online Access: | http://hdl.handle.net/10356/71250 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Nanyang Technological University |
Language: | English |
id |
sg-ntu-dr.10356-71250 |
---|---|
record_format |
dspace |
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 |
_version_ |
1772826427339571200 |