Author:
Adesanya Aderemi Temitayo,Popoola Julius Jide
Abstract
The daily increasing desire for the right information at any place, anytime, and anywhere by people has made broadcast media indispensable media for disseminating information to the public. Propagation models are deployed in planning and designing wireless communication systems. Different environments do require a unique propagation model. In this paper, least squares regression analysis was utilized to create the path loss models for the in-leaf and out-of-leaf conditions of a teak (Tectona grandis) plantation. The developed model was found to be more suitable compared to the existing Weissberger’s and COST235 models because it gives the least difference in root mean square error of 3.9 dB in the two scenarios compared to COST 234 and Weissberger, which stand at 11.2 dB and 10.8 dB, respectively, and the developed model was closer to the assessed path loss obtained from the measurement carried out. The results of the study establish a standard model that can be deployed in the effective planning and design of wireless communication links for very high bands within the radial distance in the tropical rain forest of 30m to 45m foliage depth. This study confirms the need for distinctive models for radio signals at different locations under different conditions.
Reference21 articles.
1. Zhang, Y., Wen, J., Yang, G., He, Z. and Wang, J., 2019. Path loss prediction based on machine learning: Principle, method, and data expansion. Applied Sciences, 9(9), p.1908.
2. Popoola, J. and Adesanya, A., 2018. A Versatile Wave Propagation Model for Very High-Frequency Broadcasting Band in Vegetation and/or Rocky Environment. International Journal of Engineering Science and Application, 2(1), pp.18-26.
3. Li, L.W., Lee, C.K., Yeo, T.S. and Leong, M.S., 2002. Radio wave propagation along earth-space paths in the presence of a multilayered anisotropic forest. Electromagnetics, 22(3), pp.235-260.
4. Popoola, J.J., Ponnle, A.A., Olasoji, Y.O. and Oyetunji, S.A., 2018. Investigation of the need for a specific propagation model for specific environments based on different terrain characteristics. IIUM Engineering Journal, 19(2), pp.90-104.
5. Enders, P., 2009. Huygens' principle is a universal model of propagation. Latin-American Journal of Physics Education, 3(1), p.4.