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Towards illumination-aware Visible Light Positioning network planning

Sander Bastiaens (UGent) , Sotirios Goudos, Wout Joseph (UGent) and David Plets (UGent)
(2022) 2022 IEEE 12TH INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN 2022). In International Conference on Indoor Positioning and Indoor Navigation
Author
Organization
Abstract
A Visible Light Positioning (VLP) network planner holds tremendous economic potential in that it permits designing a roll-out within given cost, illuminance and accuracy bounds. In this manuscript, the Speed-constrained Multi-objective Particle Swarm Optimization (SMPSO) algorithm is applied to simultaneously optimise a roll-out's maintained illuminance and positioning error, by varying the placement of the VLP-enabled LED transmitters. With simulations that differ in positioning and/or environment parameters, the important illuminance-positioning trade-off is revealed. The corresponding Pareto fronts and LED arrangements are studied. Guidelines regarding where to place the LEDs and which LEDs to select for positioning are provided.
Keywords
OPTIMIZATION, Visible Light Positioning, VLP, Network Planning, LED locations, Optimization, Evolutionary Algorithm

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MLA
Bastiaens, Sander, et al. “Towards Illumination-Aware Visible Light Positioning Network Planning.” 2022 IEEE 12TH INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN 2022), IEEE, 2022, doi:10.1109/IPIN54987.2022.9918127.
APA
Bastiaens, S., Goudos, S., Joseph, W., & Plets, D. (2022). Towards illumination-aware Visible Light Positioning network planning. 2022 IEEE 12TH INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN 2022). Presented at the 12th IEEE International Conference on Indoor Positioning and Indoor Navigation (IPIN), Beijing, China. https://doi.org/10.1109/IPIN54987.2022.9918127
Chicago author-date
Bastiaens, Sander, Sotirios Goudos, Wout Joseph, and David Plets. 2022. “Towards Illumination-Aware Visible Light Positioning Network Planning.” In 2022 IEEE 12TH INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN 2022). IEEE. https://doi.org/10.1109/IPIN54987.2022.9918127.
Chicago author-date (all authors)
Bastiaens, Sander, Sotirios Goudos, Wout Joseph, and David Plets. 2022. “Towards Illumination-Aware Visible Light Positioning Network Planning.” In 2022 IEEE 12TH INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN 2022). IEEE. doi:10.1109/IPIN54987.2022.9918127.
Vancouver
1.
Bastiaens S, Goudos S, Joseph W, Plets D. Towards illumination-aware Visible Light Positioning network planning. In: 2022 IEEE 12TH INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN 2022). IEEE; 2022.
IEEE
[1]
S. Bastiaens, S. Goudos, W. Joseph, and D. Plets, “Towards illumination-aware Visible Light Positioning network planning,” in 2022 IEEE 12TH INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN 2022), Beijing, China, 2022.
@inproceedings{01GQHFE6JS8F6EM8WP9399T1RH,
  abstract     = {{A Visible Light Positioning (VLP) network planner holds tremendous economic potential in that it permits designing a roll-out within given cost, illuminance and accuracy bounds. In this manuscript, the Speed-constrained Multi-objective Particle Swarm Optimization (SMPSO) algorithm is applied to simultaneously optimise a roll-out's maintained illuminance and positioning error, by varying the placement of the VLP-enabled LED transmitters. With simulations that differ in positioning and/or environment parameters, the important illuminance-positioning trade-off is revealed. The corresponding Pareto fronts and LED arrangements are studied. Guidelines regarding where to place the LEDs and which LEDs to select for positioning are provided.}},
  author       = {{Bastiaens, Sander and Goudos, Sotirios and Joseph, Wout and Plets, David}},
  booktitle    = {{2022 IEEE 12TH INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN 2022)}},
  isbn         = {{9781728162188}},
  issn         = {{2162-7347}},
  keywords     = {{OPTIMIZATION,Visible Light Positioning,VLP,Network Planning,LED locations,Optimization,Evolutionary Algorithm}},
  language     = {{eng}},
  location     = {{Beijing, China}},
  pages        = {{8}},
  publisher    = {{IEEE}},
  title        = {{Towards illumination-aware Visible Light Positioning network planning}},
  url          = {{http://dx.doi.org/10.1109/IPIN54987.2022.9918127}},
  year         = {{2022}},
}
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