Empirical Validation of a Class of Ray-Based Fading Models
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arXiv
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| Autori principali: | , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2023
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| _version_ | 1866915062210363392 |
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| author | Galeote-Cazorla, Juan E. Ramírez-Arroyo, Alejandro Lopez-Martinez, F. Javier Valenzuela-Valdés, Juan F. |
| author_facet | Galeote-Cazorla, Juan E. Ramírez-Arroyo, Alejandro Lopez-Martinez, F. Javier Valenzuela-Valdés, Juan F. |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2307_15467 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | Empirical Validation of a Class of Ray-Based Fading Models Galeote-Cazorla, Juan E. Ramírez-Arroyo, Alejandro Lopez-Martinez, F. Javier Valenzuela-Valdés, Juan F. Signal Processing 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. |
| title | Empirical Validation of a Class of Ray-Based Fading Models |
| topic | Signal Processing |
| url | https://arxiv.org/abs/2307.15467 |