Precise indoor localization anywhere and anytime

This report summarizes what the author has done during the final year project period and presents the results and findings throughout last whole year. Firstly, the background and motivation for studying indoor positioning techniques is discussed. The author decided to focus on the OFDM simulation mo...

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Main Author: Mao, Kaiyi
Other Authors: Lin Zhiping
Format: Final Year Project
Language:English
Published: 2018
Subjects:
Online Access:http://hdl.handle.net/10356/74764
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-747642023-07-07T16:58:42Z Precise indoor localization anywhere and anytime Mao, Kaiyi Lin Zhiping School of Electrical and Electronic Engineering Zeng YongHong DRNTU::Engineering::Electrical and electronic engineering::Antennas, wave guides, microwaves, radar, radio This report summarizes what the author has done during the final year project period and presents the results and findings throughout last whole year. Firstly, the background and motivation for studying indoor positioning techniques is discussed. The author decided to focus on the OFDM simulation model for single antenna provided by institutional supervisor. Then the author studied the OFDM simulation model and improve the algorithm. The mathematical models and algorithms are discussed for both single antenna and antenna array. Also, the choices of parameters are discussed to increase the accuracy and efficiency. The mathematical method to calculate velocity of the target by using two antennas are discussed as well. Furthermore, the author implements the algorithms by using MATLAB to calculate the distance, relative speed and velocity of an object in indoor environment. Thereafter, the author did test and analyzed the results of simulation; then improve the algorithm to make sure a high accuracy every time. Two methods to take average for antenna array are compared also. Finally, the applications for indoor positioning system and future works in further development can be done are discussed. Bachelor of Engineering 2018-05-23T09:27:25Z 2018-05-23T09:27:25Z 2018 Final Year Project (FYP) http://hdl.handle.net/10356/74764 en Nanyang Technological University 64 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::Antennas, wave guides, microwaves, radar, radio
spellingShingle DRNTU::Engineering::Electrical and electronic engineering::Antennas, wave guides, microwaves, radar, radio
Mao, Kaiyi
Precise indoor localization anywhere and anytime
description This report summarizes what the author has done during the final year project period and presents the results and findings throughout last whole year. Firstly, the background and motivation for studying indoor positioning techniques is discussed. The author decided to focus on the OFDM simulation model for single antenna provided by institutional supervisor. Then the author studied the OFDM simulation model and improve the algorithm. The mathematical models and algorithms are discussed for both single antenna and antenna array. Also, the choices of parameters are discussed to increase the accuracy and efficiency. The mathematical method to calculate velocity of the target by using two antennas are discussed as well. Furthermore, the author implements the algorithms by using MATLAB to calculate the distance, relative speed and velocity of an object in indoor environment. Thereafter, the author did test and analyzed the results of simulation; then improve the algorithm to make sure a high accuracy every time. Two methods to take average for antenna array are compared also. Finally, the applications for indoor positioning system and future works in further development can be done are discussed.
author2 Lin Zhiping
author_facet Lin Zhiping
Mao, Kaiyi
format Final Year Project
author Mao, Kaiyi
author_sort Mao, Kaiyi
title Precise indoor localization anywhere and anytime
title_short Precise indoor localization anywhere and anytime
title_full Precise indoor localization anywhere and anytime
title_fullStr Precise indoor localization anywhere and anytime
title_full_unstemmed Precise indoor localization anywhere and anytime
title_sort precise indoor localization anywhere and anytime
publishDate 2018
url http://hdl.handle.net/10356/74764
_version_ 1772827581863690240