Localization solution for underwater robots using low-cost single-beam SONAR and IMU

This project proposes an underwater robot localization system that utilizes low-cost SONAR and IMU sensors to estimate a robot's position in an underwater environment. The proposed system leverages the ability of SONAR to measure distance and detect obstacles in the robot's surrounding env...

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Main Author: Kong, Ze Jie
Other Authors: Cai Yiyu
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2023
Subjects:
Online Access:https://hdl.handle.net/10356/167715
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1677152023-06-03T16:51:53Z Localization solution for underwater robots using low-cost single-beam SONAR and IMU Kong, Ze Jie Cai Yiyu School of Mechanical and Aerospace Engineering SAAB-NTU Joint Lab MYYCai@ntu.edu.sg Engineering::Mechanical engineering This project proposes an underwater robot localization system that utilizes low-cost SONAR and IMU sensors to estimate a robot's position in an underwater environment. The proposed system leverages the ability of SONAR to measure distance and detect obstacles in the robot's surrounding environment, while IMU provides information about the robot's orientation and acceleration. By fusing the data from both sensors, the proposed system aims to provide a more accurate and robust localization solution compared to using either sensor in isolation. The project includes the implementation of appropriate algorithms for sensor data processing, sensor fusion, and position estimation. The effectiveness of the proposed system will be evaluated through experimental testing in a controlled underwater environment. The expected outcome of this project is a low-cost underwater robot localization system that can be used for various underwater applications such as underwater exploration, environmental monitoring, and pipeline inspection. Bachelor of Engineering (Mechanical Engineering) 2023-06-03T12:03:00Z 2023-06-03T12:03:00Z 2023 Final Year Project (FYP) Kong, Z. J. (2023). Localization solution for underwater robots using low-cost single-beam SONAR and IMU. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/167715 https://hdl.handle.net/10356/167715 en A004 application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Mechanical engineering
spellingShingle Engineering::Mechanical engineering
Kong, Ze Jie
Localization solution for underwater robots using low-cost single-beam SONAR and IMU
description This project proposes an underwater robot localization system that utilizes low-cost SONAR and IMU sensors to estimate a robot's position in an underwater environment. The proposed system leverages the ability of SONAR to measure distance and detect obstacles in the robot's surrounding environment, while IMU provides information about the robot's orientation and acceleration. By fusing the data from both sensors, the proposed system aims to provide a more accurate and robust localization solution compared to using either sensor in isolation. The project includes the implementation of appropriate algorithms for sensor data processing, sensor fusion, and position estimation. The effectiveness of the proposed system will be evaluated through experimental testing in a controlled underwater environment. The expected outcome of this project is a low-cost underwater robot localization system that can be used for various underwater applications such as underwater exploration, environmental monitoring, and pipeline inspection.
author2 Cai Yiyu
author_facet Cai Yiyu
Kong, Ze Jie
format Final Year Project
author Kong, Ze Jie
author_sort Kong, Ze Jie
title Localization solution for underwater robots using low-cost single-beam SONAR and IMU
title_short Localization solution for underwater robots using low-cost single-beam SONAR and IMU
title_full Localization solution for underwater robots using low-cost single-beam SONAR and IMU
title_fullStr Localization solution for underwater robots using low-cost single-beam SONAR and IMU
title_full_unstemmed Localization solution for underwater robots using low-cost single-beam SONAR and IMU
title_sort localization solution for underwater robots using low-cost single-beam sonar and imu
publisher Nanyang Technological University
publishDate 2023
url https://hdl.handle.net/10356/167715
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