Optical communication-based identification for multi-UAV systems: theory and practice

Mutual relative localization and identification are important features for multi-unmanned aerial vehicle (UAV) systems. Camera-based communications technology, also known as optical camera communications in the literature, is a novel technology that brings a valuable solution to this task. In such a...

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Vydáno v:Autonomous robots Ročník 49; číslo 3; s. 24
Hlavní autoři: Bonilla Licea, Daniel, Walter, Viktor, Ghogho, Mounir, Saska, Martin
Médium: Journal Article
Jazyk:angličtina
Vydáno: New York Springer US 01.09.2025
Springer Nature B.V
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ISSN:0929-5593, 1573-7527
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Abstract Mutual relative localization and identification are important features for multi-unmanned aerial vehicle (UAV) systems. Camera-based communications technology, also known as optical camera communications in the literature, is a novel technology that brings a valuable solution to this task. In such a system, the UAVs are equipped with LEDs acting as beacons, and with cameras to locate the LEDs of the other UAVs. Specific blinking sequences are assigned to the LEDs of each of the UAVs to uniquely identify them. This camera-based system is immune to radio frequency electromagnetic interference and operates in global navigation satellite-denied environments. In addition, the implementation of this system is inexpensive. In this article, we study in detail the capacity of this system and its limitations. Furthermore, we show how to construct blinking sequences for UAV LEDs to improve system performance. Finally, experimental results are presented to corroborate the analytical derivations.
AbstractList Mutual relative localization and identification are important features for multi-unmanned aerial vehicle (UAV) systems. Camera-based communications technology, also known as optical camera communications in the literature, is a novel technology that brings a valuable solution to this task. In such a system, the UAVs are equipped with LEDs acting as beacons, and with cameras to locate the LEDs of the other UAVs. Specific blinking sequences are assigned to the LEDs of each of the UAVs to uniquely identify them. This camera-based system is immune to radio frequency electromagnetic interference and operates in global navigation satellite-denied environments. In addition, the implementation of this system is inexpensive. In this article, we study in detail the capacity of this system and its limitations. Furthermore, we show how to construct blinking sequences for UAV LEDs to improve system performance. Finally, experimental results are presented to corroborate the analytical derivations.
ArticleNumber 24
Author Walter, Viktor
Ghogho, Mounir
Saska, Martin
Bonilla Licea, Daniel
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Cites_doi 10.1109/CCDC.2018.8407124
10.1109/VTC2021-Spring51267.2021.9448902
10.1109/COASE.2018.8560384
10.1016/j.phycom.2019.100900
10.1109/MSP.2009.934181
10.1109/LRA.2019.2901683
10.1109/JPHOT.2016.2644960
10.1109/5.554222
10.1109/ICUFN.2014.6876747
10.1109/IROS.2013.6696456
10.1016/j.image.2017.02.001
10.1088/1748-3190/abc6b3
10.1145/2500423.2500437
10.1002/9781118032749
10.5121/ijaia.2014.5401
10.1109/CSNDSP49049.2020.9249499
10.1007/s10846-014-0041-x
10.23919/ECC.2013.6669637
10.1007/978-4-431-55879-8_17
10.1007/s10514-016-9567-z
10.1109/ICUAS.2018.8453331
10.1109/49.62819
10.1109/LPT.2010.2062498
10.48550/arXiv.2502.01172
10.1109/TCOMM.2003.822755
10.1109/JPHOT.2013.2238618
10.1109/ACCESS.2022.3177140
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References 10208_CR22
Q Ali (10208_CR1) 2014; 5
10208_CR24
TK Krajnik (10208_CR9) 2014; 76
10208_CR28
10208_CR27
V Pless (10208_CR19) 1998
10208_CR4
10208_CR3
10208_CR7
J Vilca (10208_CR25) 2016
NT Le (10208_CR12) 2017; 53
10208_CR11
DG Messerschmitt (10208_CR15) 1990; 8
T Nguyen (10208_CR16) 2017; 9
10208_CR14
N Saeed (10208_CR20) 2019; 37
CW Chow (10208_CR5) 2013; 5
M Saska (10208_CR21) 2017; 41
10208_CR17
P Petráček (10208_CR18) 2020; 16
10208_CR2
V Walter (10208_CR26) 2019; 4
PE Hart (10208_CR6) 2009; 26
JM Kahn (10208_CR8) 1997; 85
W Mao (10208_CR13) 2004; 52
JK Kwon (10208_CR10) 2010; 22
H Takano (10208_CR23) 2022; 10
References_xml – ident: 10208_CR4
  doi: 10.1109/CCDC.2018.8407124
– ident: 10208_CR24
  doi: 10.1109/VTC2021-Spring51267.2021.9448902
– ident: 10208_CR2
– ident: 10208_CR28
  doi: 10.1109/COASE.2018.8560384
– volume: 37
  year: 2019
  ident: 10208_CR20
  publication-title: Physical Communication
  doi: 10.1016/j.phycom.2019.100900
– volume: 26
  start-page: 18
  issue: 6
  year: 2009
  ident: 10208_CR6
  publication-title: IEEE Signal Processing Magazine
  doi: 10.1109/MSP.2009.934181
– volume: 4
  start-page: 2637
  issue: 3
  year: 2019
  ident: 10208_CR26
  publication-title: IEEE Robotics and Automation Letters
  doi: 10.1109/LRA.2019.2901683
– volume: 9
  start-page: 1
  issue: 1
  year: 2017
  ident: 10208_CR16
  publication-title: IEEE Photonics Journal
  doi: 10.1109/JPHOT.2016.2644960
– volume: 85
  start-page: 265
  issue: 2
  year: 1997
  ident: 10208_CR8
  publication-title: Proceedings of the IEEE
  doi: 10.1109/5.554222
– ident: 10208_CR17
  doi: 10.1109/ICUFN.2014.6876747
– ident: 10208_CR3
  doi: 10.1109/IROS.2013.6696456
– volume: 53
  start-page: 95
  year: 2017
  ident: 10208_CR12
  publication-title: Signal Processing: Image Communication
  doi: 10.1016/j.image.2017.02.001
– volume: 16
  issue: 2
  year: 2020
  ident: 10208_CR18
  publication-title: Bioinspiration & Biomimetics
  doi: 10.1088/1748-3190/abc6b3
– ident: 10208_CR7
  doi: 10.1145/2500423.2500437
– volume-title: Introduction to the theory of error-correcting codes
  year: 1998
  ident: 10208_CR19
  doi: 10.1002/9781118032749
– volume: 5
  start-page: 1
  year: 2014
  ident: 10208_CR1
  publication-title: International Journal of Artificial Intelligence & Applications
  doi: 10.5121/ijaia.2014.5401
– ident: 10208_CR22
  doi: 10.1109/CSNDSP49049.2020.9249499
– volume: 76
  start-page: 539
  year: 2014
  ident: 10208_CR9
  publication-title: Journal of Intelligent & Robotic Systems
  doi: 10.1007/s10846-014-0041-x
– ident: 10208_CR14
  doi: 10.23919/ECC.2013.6669637
– start-page: 237
  volume-title: Distributed autonomous robotic systems
  year: 2016
  ident: 10208_CR25
  doi: 10.1007/978-4-431-55879-8_17
– volume: 41
  start-page: 919
  issue: 4
  year: 2017
  ident: 10208_CR21
  publication-title: Autonomous Robots
  doi: 10.1007/s10514-016-9567-z
– ident: 10208_CR27
  doi: 10.1109/ICUAS.2018.8453331
– volume: 8
  start-page: 1404
  issue: 8
  year: 1990
  ident: 10208_CR15
  publication-title: IEEE Journal on Selected Areas in Communications
  doi: 10.1109/49.62819
– volume: 22
  start-page: 1455
  issue: 19
  year: 2010
  ident: 10208_CR10
  publication-title: IEEE Photonics Technology Letters
  doi: 10.1109/LPT.2010.2062498
– ident: 10208_CR11
  doi: 10.48550/arXiv.2502.01172
– volume: 52
  start-page: 269
  issue: 2
  year: 2004
  ident: 10208_CR13
  publication-title: IEEE Transactions on Communications
  doi: 10.1109/TCOMM.2003.822755
– volume: 5
  start-page: 7900307
  issue: 1
  year: 2013
  ident: 10208_CR5
  publication-title: IEEE Photonics Journal
  doi: 10.1109/JPHOT.2013.2238618
– volume: 10
  start-page: 55073
  year: 2022
  ident: 10208_CR23
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2022.3177140
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Snippet Mutual relative localization and identification are important features for multi-unmanned aerial vehicle (UAV) systems. Camera-based communications technology,...
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SubjectTerms Artificial Intelligence
Blinking
Cameras
Clocks & watches
Computer Imaging
Control
Electromagnetic interference
Engineering
Identification systems
Light emitting diodes
Localization
Mechatronics
Navigation satellites
Pattern Recognition and Graphics
Random variables
Robotics
Robotics and Automation
Robots
Sequences
Transmitters
Unmanned aerial vehicles
Vision
Title Optical communication-based identification for multi-UAV systems: theory and practice
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