3D Indoor Positioning of UAVs with Spread Spectrum Ultrasound and Time-of-Flight Cameras
This work proposes the use of a hybrid acoustic and optical indoor positioning system for the accurate 3D positioning of Unmanned Aerial Vehicles (UAVs). The acoustic module of this system is based on a Time-Code Division Multiple Access (T-CDMA) scheme, where the sequential emission of five spread...
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doaj-d8482918f3234aaaa13184ff29d793722020-11-24T22:25:29ZengMDPI AGSensors1424-82202017-12-011818910.3390/s18010089s180100893D Indoor Positioning of UAVs with Spread Spectrum Ultrasound and Time-of-Flight CamerasJosé A. Paredes0Fernando J. Álvarez1Teodoro Aguilera2José M. Villadangos3Sensory System Research Group, University of Extremadura, 06006 Badajoz, SpainSensory System Research Group, University of Extremadura, 06006 Badajoz, SpainSensory System Research Group, University of Extremadura, 06006 Badajoz, SpainDepartment of Electronics, University of Alcalá, Alcalá de Henares, 28805 Madrid, SpainThis work proposes the use of a hybrid acoustic and optical indoor positioning system for the accurate 3D positioning of Unmanned Aerial Vehicles (UAVs). The acoustic module of this system is based on a Time-Code Division Multiple Access (T-CDMA) scheme, where the sequential emission of five spread spectrum ultrasonic codes is performed to compute the horizontal vehicle position following a 2D multilateration procedure. The optical module is based on a Time-Of-Flight (TOF) camera that provides an initial estimation for the vehicle height. A recursive algorithm programmed on an external computer is then proposed to refine the estimated position. Experimental results show that the proposed system can increase the accuracy of a solely acoustic system by 70–80% in terms of positioning mean square error.https://www.mdpi.com/1424-8220/18/1/89acoustic positioning system (APS)unmanned aerial vehicles (UAV)time-code division multiple access (T-CDMA) |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
José A. Paredes Fernando J. Álvarez Teodoro Aguilera José M. Villadangos |
spellingShingle |
José A. Paredes Fernando J. Álvarez Teodoro Aguilera José M. Villadangos 3D Indoor Positioning of UAVs with Spread Spectrum Ultrasound and Time-of-Flight Cameras Sensors acoustic positioning system (APS) unmanned aerial vehicles (UAV) time-code division multiple access (T-CDMA) |
author_facet |
José A. Paredes Fernando J. Álvarez Teodoro Aguilera José M. Villadangos |
author_sort |
José A. Paredes |
title |
3D Indoor Positioning of UAVs with Spread Spectrum Ultrasound and Time-of-Flight Cameras |
title_short |
3D Indoor Positioning of UAVs with Spread Spectrum Ultrasound and Time-of-Flight Cameras |
title_full |
3D Indoor Positioning of UAVs with Spread Spectrum Ultrasound and Time-of-Flight Cameras |
title_fullStr |
3D Indoor Positioning of UAVs with Spread Spectrum Ultrasound and Time-of-Flight Cameras |
title_full_unstemmed |
3D Indoor Positioning of UAVs with Spread Spectrum Ultrasound and Time-of-Flight Cameras |
title_sort |
3d indoor positioning of uavs with spread spectrum ultrasound and time-of-flight cameras |
publisher |
MDPI AG |
series |
Sensors |
issn |
1424-8220 |
publishDate |
2017-12-01 |
description |
This work proposes the use of a hybrid acoustic and optical indoor positioning system for the accurate 3D positioning of Unmanned Aerial Vehicles (UAVs). The acoustic module of this system is based on a Time-Code Division Multiple Access (T-CDMA) scheme, where the sequential emission of five spread spectrum ultrasonic codes is performed to compute the horizontal vehicle position following a 2D multilateration procedure. The optical module is based on a Time-Of-Flight (TOF) camera that provides an initial estimation for the vehicle height. A recursive algorithm programmed on an external computer is then proposed to refine the estimated position. Experimental results show that the proposed system can increase the accuracy of a solely acoustic system by 70–80% in terms of positioning mean square error. |
topic |
acoustic positioning system (APS) unmanned aerial vehicles (UAV) time-code division multiple access (T-CDMA) |
url |
https://www.mdpi.com/1424-8220/18/1/89 |
work_keys_str_mv |
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