Multi-user indoor optical wireless communication system channel control using a genetic algorithm

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Multi-user indoor optical wireless communication system channel control using a genetic algorithm

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A genetic algorithm controlled multispot transmitter is demonstrated that is capable of optimising the received power distribution for randomly aligned single element receivers in multiple fully diffuse optical wireless communications systems with multiple mobile users. Using a genetic algorithm to control the intensity of individual diffusion spots, system deployment environment changes, user movement and user alignment can be compensating for, with negligible impact on the bandwidth and root mean square delay spread. It is shown that the dynamic range, referenced against the peak received power, can be reduced up to 27% for empty environments and up to 26% when the users are moving. Furthermore, the effect of user movement, that can perturb the channel up to 8%, can be reduced to within 5% of the optimised case. Compared to alternative bespoke designs that are capable of mitigating optical wireless channel drawbacks, this method provides the possibility of cost-effectiveness for mass-produced receivers in applications where end-user friendliness and mobility are paramount.

Inspec keywords: genetic algorithms; optical communication; radio transmitters

Other keywords: power distribution; user movement; user alignment; diffusion spots; genetic algorithm; multiuser indoor optical wireless communication system; multiple mobile users; single element receivers; multispot transmitter; optical wireless communications systems; optical wireless channel; channel control

Subjects: Optical communication; Radio links and equipment; Optimisation techniques

References

    1. 1)
      • Higgins, M.D., Green, R.J., Leeson, M.S.: `Genetic algorithm channel control for indoor optical wireless Communications', Int. Conf. on Transparent Optical Networks – ICTON, June 2008, Athens, Greece, 4, p. 189–192.
    2. 2)
    3. 3)
    4. 4)
    5. 5)
      • Baker, J.E.: `Reducing bias and inefficiency in the selection algorithm', Proc. Second Int. Conf. Genetic Algorithms, 1987, Cambridge, MA, p. 14–21.
    6. 6)
    7. 7)
    8. 8)
    9. 9)
    10. 10)
    11. 11)
    12. 12)
    13. 13)
      • D.C. O'Brien , M. Katz , P. Wang . (2005) Short range optical wireless communications.
    14. 14)
      • F. Rothlauf . (2002) Representations for genetic and evolutionary algorithms.
    15. 15)
    16. 16)
    17. 17)
      • R. Poli , A.H. Wright . (2005) Tournament selection, iterated coupon-collection problem, and backward-chaining evolutionary algorithms, Foundations of genetic algorithms.
    18. 18)
    19. 19)
    20. 20)
    21. 21)
    22. 22)
    23. 23)
    24. 24)
    25. 25)
    26. 26)
    27. 27)
    28. 28)
    29. 29)
      • T. Bäck . (1996) Evolutionary algorithms in theory and practice: evolution strategies, evolutionary programming, genetic algorithms.
    30. 30)
    31. 31)
    32. 32)
    33. 33)
    34. 34)
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