Channel Impulse Response Equalization based on Genetic Algorithm in Mode Division Multiplexing

Authors

  • Alaa Fareed Internetworks Research Laboratory, School of Computing, Universiti Utara Malaysia, 06010 UUM Sintok, Kedah, Malaysia. Optical Computing & Technology Laboratory, School of Computing, Universiti Utara Malaysia, 06010 UUM Sintok, Kedah, Malaysia.
  • Angela Amphawan Internetworks Research Laboratory, School of Computing, Universiti Utara Malaysia, 06010 UUM Sintok, Kedah, Malaysia. Optical Computing & Technology Laboratory, School of Computing, Universiti Utara Malaysia, 06010 UUM Sintok, Kedah, Malaysia.
  • Yousef Fazea Internetworks Research Laboratory, School of Computing, Universiti Utara Malaysia, 06010 UUM Sintok, Kedah, Malaysia. Optical Computing & Technology Laboratory, School of Computing, Universiti Utara Malaysia, 06010 UUM Sintok, Kedah, Malaysia.
  • Mohd Samsu Sajat Internetworks Research Laboratory, School of Computing, Universiti Utara Malaysia, 06010 UUM Sintok, Kedah, Malaysia.
  • Suwannit Chareen Chit Internetworks Research Laboratory, School of Computing, Universiti Utara Malaysia, 06010 UUM Sintok, Kedah, Malaysia.

Keywords:

Mode Division Multiplexing, Equalization, Genetic Algorithm, Mode Coupling,

Abstract

This paper proposed to use genetic algorithm (GA) as an adaptive algorithm for mode division multiplexing (MDM) equalization in order to minimize the mean square error as well as to maximize the similarity between the ideal signal and the MDM distorted signal. A significant result has been obtained of implementing GA on MDM equalization compared to other conventional algorithm such as least mean square (LMS) which is used dominantly in current equalizations.

References

A. Ellis, "The nonlinear Shannon limit and the need for new fibres," in SPIE Photonics Europe, 2012, pp. 84340H-84340H-10

Y. Fazea and A. Amphawan, "5× 5 25 Gbit/s WDM-MDM," Journal of Optical Communications, vol. 36, pp. 327-333, 2015.

Y. Fazea and A. Amphawan, "40Gbit/s MDM-WDM LaguerreGaussian Mode with Equalization for Multimode Fiber in Access Networks," in Journal of Optical Communications vol. 0, ed, 2016.

Y. Fazea and A. Amphawan, "Mode Division Multiplexing of Helical Phased LG Modes in MMF with Electronic Dispersion Compensation," Advanced Science Letters, vol. 23, pp. 29–34, 2017.

Y. Fazea, A. Amphawan, and H. Abualrejal, "Wavelength Division Multiplexing-Mode Division Multiplexing for MMF in Access Networks," Advanced Science Letters, vol. 23, pp. 5448-5451, 2017.

Y. Fazea, A. Amphawan, and A. Ahmad, "Spot Mode Excitation for Multimode Fiber," presented at The 4th International Conference on Internet Applications, Protocols and Services (NETAPPS2015) Kuala Lumpur, Malaysia, 2015.

K.-P. Ho and J. M. Kahn, "Linear propagation effects in mode-division multiplexing systems," Journal of Lightwave Technology, vol. 32, pp. 614-628, 2014.

A. Amphawan and Y. Fazea, "Multidiameter optical ring and Hermite– Gaussian vortices for wavelength division multiplexing–mode division multiplexing," Optical Engineering, vol. 55, pp. 106109-106109, 2016.

A. Amphawan and Y. Fazea, "Laguerre-Gaussian Mode Division Multiplexing in Multimode Fiber using SLMs in VCSEL Arrays," Journal of the European Optical Society-Rapid publications, vol. 11, 2016.

A. Amphawan, Y. Fazea, T. Elfouly, and K. Abualsaud, "Effect of Vortex Order on Helical-Phased Donut Mode Launch in Multimode Fiber," Advanced Science Letters, vol. 21, pp. 3042-3045, 2015.

A. Amphawan, Y. Fazea, and M. Elshaikh, "Space Division Multiplexing in Multimode Fiber for Channel Diversity in Data Communications," in Advanced Computer and Communication Engineering Technology, ed: Springer, 2016, pp. 355-363.

A. Amphawan, Y. Fazea, and H. Ibrahim, "Investigation of channel spacing for Hermite-Gaussian mode division multiplexing in multimode fiber," in Signal Processing & Its Applications (CSPA), 2015 IEEE 11th International Colloquium on, 2015, pp. 34-39.

A. Amphawan, Y. Fazea, and H. Ibrahim, "Mode division multiplexing of spiral-phased donut modes in multimode fiber," in International Conference on Optical and Photonic Engineering (icOPEN2015), 2015, pp. 95240S-95240S-6.

A. Amphawan, Y. Fazea, R. Murad, H. Alias, and M. S. Sajat, "MDM of Hybrid Modes in Multimode Fiber," Proceeding of the Electrical Engineering Computer Science and Informatics, vol. 2, pp. 314-319, 2015.

Y. Fazea, "Performance Investigation of 16 × 40Gbit/s Dense Wavelength Division Multiplexing-Passive Mux/Demux for Rural Area Networks," InterNetWorks Research Laboratory, School of Computing, Universiti Utara Malaysia, Tech Rep. 3, 2017.

S. J. Alam, M. R. Alam, G. Hu, and M. Z. Mehrab, "Bit error rate optimization in fiber optic communications," International Journal of Machine Learning and Computing, vol. 1, p. 435, 2011.

S. S. Haykin, Adaptive filter theory: Pearson Education India, 2008.

Downloads

Published

2018-07-03

How to Cite

Fareed, A., Amphawan, A., Fazea, Y., Sajat, M. S., & Chit, S. C. (2018). Channel Impulse Response Equalization based on Genetic Algorithm in Mode Division Multiplexing. Journal of Telecommunication, Electronic and Computer Engineering (JTEC), 10(2-4), 149–154. Retrieved from https://jtec.utem.edu.my/jtec/article/view/4334