Indoor localization using narrow band ultrasonic sensors and frequency division multiple access

The GPS (Global Positioning System), the most commonly used localization system, cannot be used for indoor localization due to its limitations. This project explores indoor 3D localization using narrowband ultrasonic chirp signals for its high accuracy in distance ranging and ability to implement FD...

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Main Author: Chua, Bryan Jun Ping
Other Authors: Soh Cheong Boon
Format: Final Year Project
Language:English
Published: 2018
Subjects:
Online Access:http://hdl.handle.net/10356/75286
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-752862023-07-07T17:38:47Z Indoor localization using narrow band ultrasonic sensors and frequency division multiple access Chua, Bryan Jun Ping Soh Cheong Boon School of Electrical and Electronic Engineering DRNTU::Engineering The GPS (Global Positioning System), the most commonly used localization system, cannot be used for indoor localization due to its limitations. This project explores indoor 3D localization using narrowband ultrasonic chirp signals for its high accuracy in distance ranging and ability to implement FDMA (Frequency Division Multiple Access). The paper explores the 3 key concepts needed for the localization system. Literature review was done on each concepts before selecting the ideal implementation for the particular process of the localization system. A modified linear least squared algorithm was proposed as compensation due to limitations of the linear least square. The paper covered the tests conducted for comparison between the modified and original algorithms, and also accuracy test on the proposed ultrasonic localization system. Analysis of the test results were discussed to why they were observed and how future localization projects can use the results for future works in indoor localization projects. Bachelor of Engineering 2018-05-30T07:31:32Z 2018-05-30T07:31:32Z 2018 Final Year Project (FYP) http://hdl.handle.net/10356/75286 en Nanyang Technological University 41 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
spellingShingle DRNTU::Engineering
Chua, Bryan Jun Ping
Indoor localization using narrow band ultrasonic sensors and frequency division multiple access
description The GPS (Global Positioning System), the most commonly used localization system, cannot be used for indoor localization due to its limitations. This project explores indoor 3D localization using narrowband ultrasonic chirp signals for its high accuracy in distance ranging and ability to implement FDMA (Frequency Division Multiple Access). The paper explores the 3 key concepts needed for the localization system. Literature review was done on each concepts before selecting the ideal implementation for the particular process of the localization system. A modified linear least squared algorithm was proposed as compensation due to limitations of the linear least square. The paper covered the tests conducted for comparison between the modified and original algorithms, and also accuracy test on the proposed ultrasonic localization system. Analysis of the test results were discussed to why they were observed and how future localization projects can use the results for future works in indoor localization projects.
author2 Soh Cheong Boon
author_facet Soh Cheong Boon
Chua, Bryan Jun Ping
format Final Year Project
author Chua, Bryan Jun Ping
author_sort Chua, Bryan Jun Ping
title Indoor localization using narrow band ultrasonic sensors and frequency division multiple access
title_short Indoor localization using narrow band ultrasonic sensors and frequency division multiple access
title_full Indoor localization using narrow band ultrasonic sensors and frequency division multiple access
title_fullStr Indoor localization using narrow band ultrasonic sensors and frequency division multiple access
title_full_unstemmed Indoor localization using narrow band ultrasonic sensors and frequency division multiple access
title_sort indoor localization using narrow band ultrasonic sensors and frequency division multiple access
publishDate 2018
url http://hdl.handle.net/10356/75286
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