Abstract
Satellite communication is a promising transmission technique to implement 5G and beyond networks. Attenuation due to rain begins at a frequency of 10 GHz in temperate regions. However, some research indicates that such attenuation effects start from 5–7 GHz, especially in tropical regions. Therefore, modeling rain attenuation is significant for propagating electromagnetic waves to achieve the required quality of service. In this survey, different slant link rain attenuation prediction models have been examined, classified, and analyzed, and various features like improvements, drawbacks, and particular aspects of these models have been tabulated. This survey provides various techniques for obtaining input data sets, including rain height, efficient trajectory length measurement techniques, and rainfall rate conversion procedures. No survey of the Earth–space link models for rain attenuation is available to the best of our knowledge. In this study, 23 rain attenuation models have been investigated. For easy readability and conciseness, the details of each model have not been included. The comparative analysis will assist in propagation modeling and planning the link budget of slant links.
Highlights
A Survey of Rain Fade Models for Earth–SpaceTaxonomy, Methods, and Comparative Study. Remote Sens. Department of Electronics and Telecommunication Engineering, International Islamic University Chittagong, Chittagong 4318, Bangladesh Department of Electronics and Communication Engineering, Adama Science and Technology University, Adama 1888, Ethiopia
The procedure for assessing attenuation due to rain involves the derivation of the probability of stratiform and convective rainfall from the yearly rainfall rate based on the discrimination method [122]
While millimeter-wave frequency information is unavailable from the models, the regional climatic parameter is the rainfall rate obtained from local rainfall data used to train the backpropagation neural network (BPNN) networks
Summary
Taxonomy, Methods, and Comparative Study. Remote Sens. Department of Electronics and Telecommunication Engineering, International Islamic University Chittagong, Chittagong 4318, Bangladesh Department of Electronics and Communication Engineering, Adama Science and Technology University, Adama 1888, Ethiopia
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