Independent real time localization system for iphone : research and its healthcare application

This project studied several popular localization algorithms on the iPhone and, according to the demands, specifically designed the software to improve healthcare IT system in hospitals. The challenge of this project was to realize the different localization systems on the iPhone and to make balance...

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Main Author: Lv, Xintong.
Other Authors: Guan Yong Liang
Format: Theses and Dissertations
Language:English
Published: 2014
Subjects:
Online Access:http://hdl.handle.net/10356/55318
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-553182023-07-04T15:47:59Z Independent real time localization system for iphone : research and its healthcare application Lv, Xintong. Guan Yong Liang School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering This project studied several popular localization algorithms on the iPhone and, according to the demands, specifically designed the software to improve healthcare IT system in hospitals. The challenge of this project was to realize the different localization systems on the iPhone and to make balance between its response time and localization accuracy. We implemented three popular localization algorithms, namely nearest neighbor (NN), K-nearest neighbor (KNN), and probability phase, and compared their performance on the iPhone. Furthermore, we also implemented a real-time localization system using the ZigBee technology on the iPhone. Thus, the whole system could realize not only self-localization but also others-localization. To fulfill the healthcare needs, we developed an application, which can be used to improve the hospital IT system. The whole project included three phases. The first phase was to localize the iPhone's position using the received Wi-Fi signal by the iPhone, compare and optimize their performances. During the second phase, we implemented a ZigBee RFID localization system and combined it with the Wi-Fi system. Finally, we combined new features of the system with a healthcare IT system. We believe that this application on the iPhone can be a useful and advanced application in hospitals. Master of Science (Communications Engineering) 2014-02-11T01:52:58Z 2014-02-11T01:52:58Z 2013 2013 Thesis http://hdl.handle.net/10356/55318 en 69 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
Lv, Xintong.
Independent real time localization system for iphone : research and its healthcare application
description This project studied several popular localization algorithms on the iPhone and, according to the demands, specifically designed the software to improve healthcare IT system in hospitals. The challenge of this project was to realize the different localization systems on the iPhone and to make balance between its response time and localization accuracy. We implemented three popular localization algorithms, namely nearest neighbor (NN), K-nearest neighbor (KNN), and probability phase, and compared their performance on the iPhone. Furthermore, we also implemented a real-time localization system using the ZigBee technology on the iPhone. Thus, the whole system could realize not only self-localization but also others-localization. To fulfill the healthcare needs, we developed an application, which can be used to improve the hospital IT system. The whole project included three phases. The first phase was to localize the iPhone's position using the received Wi-Fi signal by the iPhone, compare and optimize their performances. During the second phase, we implemented a ZigBee RFID localization system and combined it with the Wi-Fi system. Finally, we combined new features of the system with a healthcare IT system. We believe that this application on the iPhone can be a useful and advanced application in hospitals.
author2 Guan Yong Liang
author_facet Guan Yong Liang
Lv, Xintong.
format Theses and Dissertations
author Lv, Xintong.
author_sort Lv, Xintong.
title Independent real time localization system for iphone : research and its healthcare application
title_short Independent real time localization system for iphone : research and its healthcare application
title_full Independent real time localization system for iphone : research and its healthcare application
title_fullStr Independent real time localization system for iphone : research and its healthcare application
title_full_unstemmed Independent real time localization system for iphone : research and its healthcare application
title_sort independent real time localization system for iphone : research and its healthcare application
publishDate 2014
url http://hdl.handle.net/10356/55318
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