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

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Summary

A Survey of Rain Fade Models for Earth–Space

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

Introduction
Background
Rain Attenuation Parameters
Earth–Space Link Budget
Rain Attenuation Anomalies
Slant Path in Rain Cell
Rain Height
Effective Slant Path
Mathematical Procedure
Rainfall Rate Conversion
Rain Type
Rain Cell Size
Temporal Missing
Effective Rainfall Rate
2.10. Raindrop Size Distribution
Models to Predict Slant Link Attenuation
Empirical Model
Singapore Model
Garcia Lopez Model
GSST Model
LU Model
Karasawa Model
Breakpoint Model
Unified Model
Statistical Models
PEARP Model
Das Model
Bryant Model
Crane TC
SCEXCELL Model
Fade Slope Model
Japan Model
Das Fade Model
Dao Model
Ahuna Model
Comparative Study of Slant Link Rain Fade Models
Scaling Improvement
Non-Uniformity of Isothermal Heights
Spatial Rainfall Distribution Along Slant Link
Findings
Conclusions

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