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      Optimal pulse design for visible light positioning systems

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      Embargo Lift Date: 2023-10-16
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      Author(s)
      Yazar, Onurcan
      Gezici, Sinan
      Date
      2021-10-16
      Source Title
      Signal Processing
      Print ISSN
      0165-1684
      Electronic ISSN
      1872-7557
      Publisher
      Elsevier BV
      Volume
      191
      Pages
      108334- 1 - 108334- 12
      Language
      English
      Type
      Article
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      Abstract
      The problem of optimal pulse design for light-emitting diode (LED) transmitters is investigated in an indoor visible light positioning (VLP) setup. In particular, the problem of localization performance maximization is formulated for both asynchronous and synchronous VLP systems with consideration of practical limitations related to power consumption, illumination levels, and/or effective bandwidths, while quantifying the localization accuracy via the Cramér–Rao lower bound (CRLB). In both asynchronous and synchronous scenarios, the formulated problems are shown to be convex optimization problems, and some properties of the optimal solutions are derived. In addition, the pulse design problem for minimum power consumption is formulated under a CRLB constraint along with other practical limitations; and this problem is also revealed to be a convex optimization problem. Based on the solutions of the proposed optimization problems, pulse design procedures are described to determine the parameters of optimal pulse shapes. Numerical results illustrate the benefits of the proposed optimal pulse design approach in comparison with the state-of-the-art optimal power allocation scheme in the literature. In particular, electrical power consumption can be reduced by around 45% or localization accuracy can be improved by as much as 25% via the proposed optimal pulse design approach in certain scenarios.
      Keywords
      Visible light positioning
      Power efficiency
      Cramér–Rao lower bound
      Pulse design
      Convex optimization
      Permalink
      http://hdl.handle.net/11693/111387
      Published Version (Please cite this version)
      https://doi.org/10.1016/j.sigpro.2021.108334
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      • Department of Electrical and Electronics Engineering 4011
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