Indoor localization using Decawave's DWM1001-Dev ultra-wide band device

This report presents the development of a dynamic and flexible indoor localization system using Ultra-Wideband (UWB) technology and Decawave DWM1001 devices. With a rapidly growing market, indoor localization systems offer potential in various applications, such as complex indoor navigation. However...

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Main Author: Ng, Ju Khang
Other Authors: A S Madhukumar
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2023
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Online Access:https://hdl.handle.net/10356/171922
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1719222023-11-17T15:37:11Z Indoor localization using Decawave's DWM1001-Dev ultra-wide band device Ng, Ju Khang A S Madhukumar School of Computer Science and Engineering ASMadhukumar@ntu.edu.sg Engineering::Computer science and engineering This report presents the development of a dynamic and flexible indoor localization system using Ultra-Wideband (UWB) technology and Decawave DWM1001 devices. With a rapidly growing market, indoor localization systems offer potential in various applications, such as complex indoor navigation. However, traditional methods like GPS, Wi-Fi, Bluetooth Low Energy (BLE), and Radio Frequency Identification (RFID) encounter limitations such as signal obstruction, accuracy, and range limitations within indoor environments. Conversely, UWB has emerged as a promising alternative, offering superior accuracy (less than 10cm) and comparable range to Wi-Fi. This project harnesses UWB's capabilities, utilizing Time of Flight (ToF) and trilateration algorithms to determine the locations of each nodes. Uniquely, the system doesn't tie devices to specific roles, allowing dynamic addition or removal and enhancing flexibility. Each device performs ranging with each other, storing distances in a matrix which can be extracted by a connected gateway through the serial port. This distance matrix helps with visualizing the location of all UWB nodes with the use of a Graphical User Interface (GUI), making a flexible and dynamic indoor localization application. Bachelor of Engineering (Computer Science) 2023-11-16T07:19:32Z 2023-11-16T07:19:32Z 2023 Final Year Project (FYP) Ng, J. K. (2023). Indoor localization using Decawave's DWM1001-Dev ultra-wide band device. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/171922 https://hdl.handle.net/10356/171922 en SCSE22-0954 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::Computer science and engineering
spellingShingle Engineering::Computer science and engineering
Ng, Ju Khang
Indoor localization using Decawave's DWM1001-Dev ultra-wide band device
description This report presents the development of a dynamic and flexible indoor localization system using Ultra-Wideband (UWB) technology and Decawave DWM1001 devices. With a rapidly growing market, indoor localization systems offer potential in various applications, such as complex indoor navigation. However, traditional methods like GPS, Wi-Fi, Bluetooth Low Energy (BLE), and Radio Frequency Identification (RFID) encounter limitations such as signal obstruction, accuracy, and range limitations within indoor environments. Conversely, UWB has emerged as a promising alternative, offering superior accuracy (less than 10cm) and comparable range to Wi-Fi. This project harnesses UWB's capabilities, utilizing Time of Flight (ToF) and trilateration algorithms to determine the locations of each nodes. Uniquely, the system doesn't tie devices to specific roles, allowing dynamic addition or removal and enhancing flexibility. Each device performs ranging with each other, storing distances in a matrix which can be extracted by a connected gateway through the serial port. This distance matrix helps with visualizing the location of all UWB nodes with the use of a Graphical User Interface (GUI), making a flexible and dynamic indoor localization application.
author2 A S Madhukumar
author_facet A S Madhukumar
Ng, Ju Khang
format Final Year Project
author Ng, Ju Khang
author_sort Ng, Ju Khang
title Indoor localization using Decawave's DWM1001-Dev ultra-wide band device
title_short Indoor localization using Decawave's DWM1001-Dev ultra-wide band device
title_full Indoor localization using Decawave's DWM1001-Dev ultra-wide band device
title_fullStr Indoor localization using Decawave's DWM1001-Dev ultra-wide band device
title_full_unstemmed Indoor localization using Decawave's DWM1001-Dev ultra-wide band device
title_sort indoor localization using decawave's dwm1001-dev ultra-wide band device
publisher Nanyang Technological University
publishDate 2023
url https://hdl.handle.net/10356/171922
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