Empirical Validation of a Class of Ray-Based Fading Models

As new wireless standards are developed, the use of higher operation frequencies comes in hand with new use cases and propagation effects that differ from the well-established state of the art. Numerous stochastic fading models have recently emerged under the umbrella of generalized fading conditions to provide a fine-grain characterization of propagation channels in the mmWave and sub-THz bands. For the first time in literature, this work carries out an experimental validation of a class of such ray-based models in a wide range of propagation conditions (anechoic, reverberation and indoor scenarios) at mmWave bands. These models allow to characterize the communication channel with a reduced number of physically interpretable parameters. In specific, we show that the independent fluctuating two-ray (IFTR) model has good capabilities to recreate rather dissimilar environments with high accuracy and only four parameters. We also put forth that the key limitations of the IFTR model arise in the presence of reduced diffuse propagation, and also due to a limited phase variability for the dominant specular components.

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Publication Details

Journal
IEEE Transactions on Wireless Communications
Published
2024-12-11
DOI
https://doi.org/10.1109/twc.2024.3509738
Citations
1
Primary Topic
Advanced Data Compression Techniques
Type
article
Field-Weighted Citation Impact
0.25

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article

Empirical Validation of a Class of Ray-Based Fading Models

F. Javier López‐Martínez, Juan F. Valenzuela‐Valdés, Alejandro Ramírez-Arroyo, Juan E. Galeote-Cazorla
1 citations
IEEE Transactions on Wireless Communications
Advanced Data Compression Techniques
0.25
article

Empirical Validation of a Class of Ray-Based Fading Models

F. Javier López‐Martínez, Juan F. Valenzuela‐Valdés, Alejandro Ramírez-Arroyo, Juan E. Galeote-Cazorla
article en
1 citations

Abstract

As new wireless standards are developed, the use of higher operation frequencies comes in hand with new use cases and propagation effects that differ from the well-established state of the art. Numerous stochastic fading models have recently emerged under the umbrella of generalized fading conditions to provide a fine-grain characterization of propagation channels in the mmWave and sub-THz bands. For the first time in literature, this work carries out an experimental validation of a class of such ray-based models in a wide range of propagation conditions (anechoic, reverberation and indoor scenarios) at mmWave bands. These models allow to characterize the communication channel with a reduced number of physically interpretable parameters. In specific, we show that the independent fluctuating two-ray (IFTR) model has good capabilities to recreate rather dissimilar environments with high accuracy and only four parameters. We also put forth that the key limitations of the IFTR model arise in the presence of reduced diffuse propagation, and also due to a limited phase variability for the dominant specular components.

IEEE Transactions on Wireless CommunicationsVol. 24(2)
Universidad de Granada (ES), Aalborg University (DK)
European Commission, Ministerio de Ciencia e Innovación, Junta de Andalucía, Agencia Estatal de Investigación
Climate action
Openalex Percentile: Top 44%
Advanced Data Compression Techniques
0.25
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