A performance analyis on drone loco positioning system for two-way ranging protocol

Localization is vital in UAV operation as it monitors the position of each drone in a workspace. Existing localization techniques such as GPS are limited for outdoor implementations and cannot be implemented inside closed spaces or GPS denied areas. To address this concern localization techniques, s...

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Main Authors: Chu, Timothy Scott, Chua, Alvin Y., Sybingco, Edwin, Roque, Maria Antonette C.
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Published: Animo Repository 2022
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Online Access:https://animorepository.dlsu.edu.ph/faculty_research/12561
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Institution: De La Salle University
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spelling oai:animorepository.dlsu.edu.ph:faculty_research-145432024-06-10T07:25:59Z A performance analyis on drone loco positioning system for two-way ranging protocol Chu, Timothy Scott Chua, Alvin Y. Sybingco, Edwin Roque, Maria Antonette C. Localization is vital in UAV operation as it monitors the position of each drone in a workspace. Existing localization techniques such as GPS are limited for outdoor implementations and cannot be implemented inside closed spaces or GPS denied areas. To address this concern localization techniques, such as vision systems and radio systems, are developed. The drawback of vision systems is the cost of implementation as the system usually requires multiple cameras strategically positioned around the experimental space to monitor the aerial drone’s position and orientation. Radio localization, on the other hand, is a cheaper alternative for indoor localization as it requires only a set of anchor and tags that communicates through a certain radio frequency; however, experimental setups and materials on this localization technique is limited at this time. This paper offers an analysis of the performance of the loco positioning system, a form of radio localization, through varying configurations for swarm drone applications. The Loco Positioning System possesses two protocols; and this paper focuses on the Two-Way Ranging protocol. The study presents different setup configurations governed by 2 parameters; number of anchors used, and the distance set between anchors, and their corresponding performances. Data showed that an increase in anchor count from 3 to 6 decreases error from 25.96% to 8.45%, and that decreasing the distance between anchors 0.6 m to 1 m would give a minimal increase in error. Users may use these performance reports to determine their ideal setup based on the mentioned parameters. 2022-01-01T08:00:00Z text https://animorepository.dlsu.edu.ph/faculty_research/12561 Faculty Research Work Animo Repository Wireless localization Drone aircraft Mechanical Engineering
institution De La Salle University
building De La Salle University Library
continent Asia
country Philippines
Philippines
content_provider De La Salle University Library
collection DLSU Institutional Repository
topic Wireless localization
Drone aircraft
Mechanical Engineering
spellingShingle Wireless localization
Drone aircraft
Mechanical Engineering
Chu, Timothy Scott
Chua, Alvin Y.
Sybingco, Edwin
Roque, Maria Antonette C.
A performance analyis on drone loco positioning system for two-way ranging protocol
description Localization is vital in UAV operation as it monitors the position of each drone in a workspace. Existing localization techniques such as GPS are limited for outdoor implementations and cannot be implemented inside closed spaces or GPS denied areas. To address this concern localization techniques, such as vision systems and radio systems, are developed. The drawback of vision systems is the cost of implementation as the system usually requires multiple cameras strategically positioned around the experimental space to monitor the aerial drone’s position and orientation. Radio localization, on the other hand, is a cheaper alternative for indoor localization as it requires only a set of anchor and tags that communicates through a certain radio frequency; however, experimental setups and materials on this localization technique is limited at this time. This paper offers an analysis of the performance of the loco positioning system, a form of radio localization, through varying configurations for swarm drone applications. The Loco Positioning System possesses two protocols; and this paper focuses on the Two-Way Ranging protocol. The study presents different setup configurations governed by 2 parameters; number of anchors used, and the distance set between anchors, and their corresponding performances. Data showed that an increase in anchor count from 3 to 6 decreases error from 25.96% to 8.45%, and that decreasing the distance between anchors 0.6 m to 1 m would give a minimal increase in error. Users may use these performance reports to determine their ideal setup based on the mentioned parameters.
format text
author Chu, Timothy Scott
Chua, Alvin Y.
Sybingco, Edwin
Roque, Maria Antonette C.
author_facet Chu, Timothy Scott
Chua, Alvin Y.
Sybingco, Edwin
Roque, Maria Antonette C.
author_sort Chu, Timothy Scott
title A performance analyis on drone loco positioning system for two-way ranging protocol
title_short A performance analyis on drone loco positioning system for two-way ranging protocol
title_full A performance analyis on drone loco positioning system for two-way ranging protocol
title_fullStr A performance analyis on drone loco positioning system for two-way ranging protocol
title_full_unstemmed A performance analyis on drone loco positioning system for two-way ranging protocol
title_sort performance analyis on drone loco positioning system for two-way ranging protocol
publisher Animo Repository
publishDate 2022
url https://animorepository.dlsu.edu.ph/faculty_research/12561
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