International Journal of Physics
ISSN (Print): 2333-4568 ISSN (Online): 2333-4576 Website: https://www.sciepub.com/journal/ijp Editor-in-chief: B.D. Indu
Open Access
Journal Browser
Go
International Journal of Physics. 2024, 12(6), 247-259
DOI: 10.12691/ijp-12-6-1
Open AccessArticle

Evaluation of Free Space Optical (FSO) Link Under Weather Conditions in Abidjan

Douatia Koné1, 2, , Penétjiligué Adama Soro3 and Aladji Kamagaté1, 4

1Mathematics Physics Chemistry, Université Péléforo Gon Coulibaly, Korhogo, Côte d’Ivoire

2Research and Technological Innovation Department, Ecole Supérieure Africaine des Technologies de l’Information et de la Communication, Abidjan, Côte d’Ivoire

3UFR of Sciences of Structure of Matter and Technology, Université Félix Houphouët Boigny, Abidjan, Côte d’Ivoire

4Mathematics and Numeric Department, Agence National de Recherche, Paris, France

Pub. Date: November 14, 2024

Cite this paper:
Douatia Koné, Penétjiligué Adama Soro and Aladji Kamagaté. Evaluation of Free Space Optical (FSO) Link Under Weather Conditions in Abidjan. International Journal of Physics. 2024; 12(6):247-259. doi: 10.12691/ijp-12-6-1

Abstract

Free Space Optical (FSO) communication systems use laser beams to transmit data through the atmosphere. No physical transmission media is required and it is a good response to the growing demands in terms of communication broadband. Taking into account the specific atmospheric conditions of Abidjan, this study evaluates the performance of the FSO link. Abidjan is a subtropical region where climatic variations significantly influence the propagation of optical signals, leading to phenomena such as diffusion, pointing errors, and link blockage. The atmospheric characteristics are presented and the effects of various climatic factors and seasonal changes on laser beam propagation are assessed. Results reveal that the rainy season is the least favorable period for the deployment of FSO links, with rain being the primary attenuation factor, causing a signal reduction measured at 2.5 dB/km during the month of June. To deepen our understanding of system performance, the Bit Error Rate (BER) was assessed under these specific conditions. For this purpose, several turbulence models were studied to identify which best represents the dynamics of turbulence in this environment. Through numerical simulations, the efficiency of four main models (Málaga, Gamma-Gamma, Lognormal, and K-Distribution) was systematically evaluated by comparing their predictions with the results of Monte Carlo simulations. The study demonstrates that the Málaga model provides the most accurate results, with a Mean Squared Error (MSE) of 0.009398 and a Mean Absolute Error (MAE) of 0.018925 in estimating the turbulence distribution and system performance, highlighting its robustness and applicability in complex environments. Finally, the observed BER values, on the order of , indicate that deploying FSO links in Abidjan is feasible, despite the challenges posed by seasonal rains, suggesting promising potential for the development of FSO systems by implementing appropriate mitigation strategies to optimize performance under changing weather conditions.

Keywords:
Atmospheric turbulence BER free space optic channel modeling probability density fonction

Creative CommonsThis work is licensed under a Creative Commons Attribution 4.0 International License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

Figures

Figure of 7

References:

[1]  Aboelala, O., Lee, I. E., and Chung, G. C. (2022). “A survey of hybrid free space optics (FSO) communication networks to achieve 5G connectivity for backhauling,” Entropy, 24(11), 1573.
 
[2]  Mohsan, S. A. H., Khan, M. A., and Amjad, H. (2023). “Hybrid FSO/RF networks: A review of practical constraints, applications and challenges. Optical Switching and Networking”, 47, 100697..
 
[3]  Hameed, N., Mehmood, T., and Manzoor, H. U. (2017). “Effect of Weather Conditions on FSO link based in Islamabad,” arXiv preprint arXiv:1711.10869.
 
[4]  Roa, C. Á., Gültekin, Y. C., Wu, K., Korevaar, C. W., and Alvarado, A. (2024). “A Simplified FSO Channel Model with Weak Turbulence and Pointing Errors,” In 2024 24th International Conference on Transparent Optical Networks (ICTON), 1-6).
 
[5]  Duyen Trung, H. (2023). “Performance analysis of FSO DF relays with log-normal fading channel,” Journal of Optical Communications, 44(3), 395-403.
 
[6]  Atiyah, M. A., Abdulameer, L. F., and Narkhedel, G. (2023). “PDF Comparison based on Various FSO Channel Models under Different Atmospheric Turbulence,” Al-Khwarizmi Engineering Journal, 19(4), 78-89.
 
[7]  Badarneh, O. S., El Bouanani, F., Almehmadi, F. S., and Silva, H. S. (2023). FSO communications over doubly inverted Gamma-Gamma turbulence channels with nonzero-boresight pointing errors. IEEE Wireless Communications Letters, 12(10), 1761-1765.
 
[8]  Jurado-Navas, A., Garrido-Balsells, J. M., Paris, J. F., Castillo-Vázquez, M., & Puerta-Notario, A. (2012). “Impact of pointing errors on the performance of generalized atmospheric optical channels,” Optics Express, 20(11), 12550-12562.
 
[9]  Danumah, J. H. (2016). “Assessing urban flood risks under changing climate and land use in Abidjan District, South Côte d’Ivoire” (Doctoral dissertation).
 
[10]  Yao, C., Kacou, M., Koffi, E. S., Dao, A., Dutremble, C., Guilliod, M., ... and Séguis, L. (2024). “Rainfall risk over the city of Abidjan (Côte d'Ivoire): first contribution of the joint analysis of daily rainfall from a historical record and a recent network of rain gauges,” Proceedings of IAHS, 385, 259-265.
 
[11]  Andrews, L. C., Phillips, R. L., Hopen, C. Y., and Al-Habash, M. A. (1999). “Theory of optical scintillation,” JOSA A, 16(6), 1417-1429.
 
[12]  Majumdar, A. K. (2014). “Advanced free space optics (FSO): a systems approach,” Springer, (Vol. 186).
 
[13]  Akindès, F. (2003). “Côte d'Ivoire: Socio-political Crises, ‘Ivoirité' and the Course of History,” African Sociological Review/Revue Africaine de Sociologie, 7(2), 11-28.
 
[14]  Kouassi, A. M., Nassa, R. A. K., Yao, K. B., Kouame, K. F., and Biemi, J. (2018). “Modélisation statistique des pluies maximales annuelles dans le district d’Abidjan (sud de la Côte d’Ivoire) ,“ Revue des sciences de l’eau, 31(2), 147-160.
 
[15]  Ayo-Akanbi, O. A., Akinwumi, S. A., Omotosho, T. V., Arijaje, T. A., Ometan, O. O., and Adewusi, O. M. (2023, June). “Impacts of Aerosol Scattering Attenuation on Free-Space Optical Communication in Owerri, Nigeria,” In IOP Conference Series: Earth and Environmental Science (Vol. 1197, No. 1, p. 012007). IOP Publishing.
 
[16]  Singh, H., Miglani, R., Mittal, N., Gupta, S., Tubbal, F., Raad, R., and Amhoud, E. M. (2023). “Designing an optimized free space optical (FSO) link for terrestrial commercial applications under turbulent channel conditions,” Optical and Quantum Electronics, 55(6), 532.
 
[17]  Mason, B. J., and Andrews, J. B. (1960). “Drop‐size distributions from various types of rain,” Quarterly Journal of the Royal Meteorological Society, 86(369), 346-353.
 
[18]  N’gattia, A. K., Coulibaly, D., Nzussouo, N. T., Kadjo, H. A., Chérif, D., Traoré, Y., and Tiembré, I. (2016). “Effects of climatological parameters in modeling and forecasting seasonal influenza transmission in Abidjan, Cote d’Ivoire,. BMC public health, 16, 1-7.
 
[19]  Verdugo, E., Mello, L. D. S., Colvero, C. P., and Nebuloni, R. (2023, March). “Estimation of Rain Attenuation in FSO Links based on Visibility Measurements,” In 2023 17th European Conference on Antennas and Propagation (EuCAP) (pp. 1-5). IEEE.
 
[20]  Mohammed, A. J., Abdulaal, A. H., Din, J., Zaidan, A. N., Yassin, R. A., Yin, L. H., and Abdullah, S. N. (2024). “Impact of Rain Weather Conditions over Hybrid FSO/58GHz Communication Link in Tropical Region,” Al-Iraqia Journal for Scientific Engineering Research, 3(3), 117-134.
 
[21]  Giri, R. K. (2024). “FSO performance analysis of a metro city in different atmospheric conditions,” Journal of Optical Communications, 45(2), 369-377.
 
[22]  Kaur, S. (2024). “Performance analysis of FSO link under the effect of fog in Delhi region India,” Journal of Optical Communications, 44(s1), s1385-s1393.
 
[23]  Hamoudi, Z. A., and Ali, M. A. A. (2023). ”Performance of hybrid RF/FSO wireless communication system under low visibility,” Journal of Optical Communications, (0).
 
[24]  Nebuloni, R., and Verdugo, E. (2022). “FSO path loss model based on the visibility,” IEEE Photonics Journal, 14(2), 1-9.
 
[25]  Kumar, S., and Arora, P. (2024). “Modeling $C_n^2$ by inclusion of rainfall parameter and validate modified log normal and gamma-gamma model on FSO communication link,” Journal of Optical Communications, 44(1), 1803-1809.
 
[26]  Ai, Y., Mathur, A., Verma, G. D., Kong, L., and Cheffena, M. (2020). “Comprehensive physical layer security analysis of FSO communications over Málaga channels,” IEEE Photonics Journal, 12(6), 1-17.
 
[27]  Ibrahim, A. A., and Gucluoglu, T. (2019). “Performance analysis of maximum ratio transmission based FSO link over Málaga turbulence channel,” Optics Communications, 450, 341-346.
 
[28]  Palliyembil, V., Vellakudiyan, J., and Muthuchidambaranathan, P. (2021). “Performance analysis of RF-FSO communication systems over the Málaga distribution channel with pointing error,” Optik, 247, 167891.
 
[29]  Aghaei, M. R., Hemmatyar, A. A., Chamanmotlagh, A., and Fouladian, M. (2020). “Analysis of adaptive multi-rate FSO/RF hybrid systems using Málaga-ℳ distribution model in turbulent channels,” Journal of Modern Optics, 67(13), 1159-1169.
 
[30]  Jurado-Navas, A., Garrido-Balsells, J. M., Paris, J. F., Puerta-Notario, A., and Awrejcewicz, J. (2011). “A unifying statistical model for atmospheric optical scintillation,” In Numerical simulations of physical and engineering processes (Vol. 181, No. 8, pp. 181-205). Rijeka, Croatia: Intech.
 
[31]  Balaji, K. A., and Prabu, K. (2018). “BER analysis of relay assisted PSK with OFDM ROFSO system over Málaga distribution including pointing errors under various weather conditions,” Optics Communications, 426, 187-193.
 
[32]  Jurado-Navas, A., Garrido-Balsells, J. M., Paris, J. F., Castillo-Vázquez, M., and Puerta-Notario, A. (2012). Impact of pointing errors on the performance of generalized atmospheric optical channels. Optics Express, 20(11), 12550-12562.
 
[33]  Xu, G., Zhang, N., Xu, M., Xu, Z., Zhang, Q., and Song, Z. (2023). “Outage probability and average BER of UAV-assisted dual-hop FSO communication with amplify-and-forward relaying,” IEEE Transactions on Vehicular Technology, 72(7), 8287-8302.
 
[34]  Anandkumar, D., and Sangeetha, R. G. (2022). “Performance evaluation of LDPC-coded power series based Málaga (Ḿ) distributed MIMO/FSO link with M-QAM and pointing error”. IEEE Access, 10, 62037-62055.
 
[35]  Koné, D., Mene, N. M., and Kamagaté, A. (2024). ”Characterization of Link for Free-Space Terrestrial Optical Communications in Côte d’Ivoire,” Sciences des Structures et de la matière, 7(2).
 
[36]  Fesl, B., Koller, M., and Utschick, W. (2023). “On the mean square error optimal estimator in one-bit quantized systems”. IEEE Transactions on Signal Processing, 71, 1968-1980.
 
[37]  Alathwary, W. A., and Altubaishi, E. S. (2024). “Performance of coherent FSO systems with adaptive M-PSK modulation,” Optics & Laser Technology, 168, 109990.
 
[38]  Chen, D., Liu, Y., Gao, Y., and Cao, Y. (2023). “Adaptive transmission based on MIMO mode switching over Málaga turbulence channel with pointing error,” IEEE Photonics Journal, 15(2), 1-11.
 
[39]  Srivastava, V., and Mandloi, A. (2021). “Performance investigation of wavelength diversity based bpsk-sim fso system under gamma–gamma fading and misalignment error,” Optical and Quantum Electronics, 53, 1-14.
 
[40]  Ai, D. H., Trung, H. D., and Tuan, D. T. (2020). “On the ASER performance of amplify-and-forward relaying MIMO/FSO systems using SC-QAM signals over log-normal and gamma-gamma atmospheric turbulence channels and pointing error impairments,” Journal of Information and Telecommunication, 4(3), 267-281.
 
[41]  Migla, S., Selis, O., Sics, P. E., and Aboltins, A. (2024, July). “Error Analysis and Correction Techniques for PPM Communication Links with Jitter and Clock Drift”. In 2024 IEEE International Conference on Microwaves, Communications, Antennas, Biomedical Engineering and Electronic Systems (COMCAS), pp. 1-4.
 
[42]  Koné, D., Mené, N. M., and Kamagaté, A. (2024). Wavelength-division multiplexing (WDM) FSO communications with soliton microcombs. Journal of Modern Optics, 1-15.