Design of a navigation and localization system for an AI-enabled underwater robot

Navigation has constantly been a challenge for unmanned vehicles operation. In underwater environment, the complexity for navigation of unmanned underwater vehicle’s increase exponentially because of the working environment and the constraint on GPS signals. Thus, the cost for navigation and localiz...

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Main Author: Wong, Kelvin Jin Tong
Other Authors: Hu Guoqiang
Format: Final Year Project
Language:English
Published: 2019
Subjects:
Online Access:http://hdl.handle.net/10356/78374
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-783742023-07-07T17:36:25Z Design of a navigation and localization system for an AI-enabled underwater robot Wong, Kelvin Jin Tong Hu Guoqiang School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering Navigation has constantly been a challenge for unmanned vehicles operation. In underwater environment, the complexity for navigation of unmanned underwater vehicle’s increase exponentially because of the working environment and the constraint on GPS signals. Thus, the cost for navigation and localization systems for underwater operation has been consistently high and has limits the use for small and medium-sized enterprises. Above all, the various methods introduced for navigation and localization in unmanned underwater vehicles have its limitations in practical performance. Ultra-Wide Band (UWB) has progressively developed application on navigation and localization for air and land operation. Meanwhile, the publication of UWB technology in underwater operation has received very little attention because of their limitation with inherent errors in water medium. Yet, there is an opening possibility for UWB technology to perform navigation and localization in air for unmanned underwater vehicles. There is no evident how the setup would affect the navigation and localization accuracy. This project will design, develop and demonstrate the practical performance of a commercial UWB product and asses the observable errors. Progressively, to determine UWB suitability as a sustainable low-cost alternative for current navigation and localization systems for manned underwater vehicles. Bachelor of Engineering (Electrical and Electronic Engineering) 2019-06-19T03:49:19Z 2019-06-19T03:49:19Z 2019 Final Year Project (FYP) http://hdl.handle.net/10356/78374 en Nanyang Technological University 75 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
Wong, Kelvin Jin Tong
Design of a navigation and localization system for an AI-enabled underwater robot
description Navigation has constantly been a challenge for unmanned vehicles operation. In underwater environment, the complexity for navigation of unmanned underwater vehicle’s increase exponentially because of the working environment and the constraint on GPS signals. Thus, the cost for navigation and localization systems for underwater operation has been consistently high and has limits the use for small and medium-sized enterprises. Above all, the various methods introduced for navigation and localization in unmanned underwater vehicles have its limitations in practical performance. Ultra-Wide Band (UWB) has progressively developed application on navigation and localization for air and land operation. Meanwhile, the publication of UWB technology in underwater operation has received very little attention because of their limitation with inherent errors in water medium. Yet, there is an opening possibility for UWB technology to perform navigation and localization in air for unmanned underwater vehicles. There is no evident how the setup would affect the navigation and localization accuracy. This project will design, develop and demonstrate the practical performance of a commercial UWB product and asses the observable errors. Progressively, to determine UWB suitability as a sustainable low-cost alternative for current navigation and localization systems for manned underwater vehicles.
author2 Hu Guoqiang
author_facet Hu Guoqiang
Wong, Kelvin Jin Tong
format Final Year Project
author Wong, Kelvin Jin Tong
author_sort Wong, Kelvin Jin Tong
title Design of a navigation and localization system for an AI-enabled underwater robot
title_short Design of a navigation and localization system for an AI-enabled underwater robot
title_full Design of a navigation and localization system for an AI-enabled underwater robot
title_fullStr Design of a navigation and localization system for an AI-enabled underwater robot
title_full_unstemmed Design of a navigation and localization system for an AI-enabled underwater robot
title_sort design of a navigation and localization system for an ai-enabled underwater robot
publishDate 2019
url http://hdl.handle.net/10356/78374
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