The Multi-cluster Two-Wave Fading Model
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arXiv
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| Hauptverfasser: | , , , |
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| Format: | Preprint |
| Veröffentlicht: |
2023
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| _version_ | 1866913563096907776 |
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| author | Olyaee, Maryam Pena-Martin, Juan P. Lopez-Martinez, F. J. Romero-Jerez, Juan M. |
| author_facet | Olyaee, Maryam Pena-Martin, Juan P. Lopez-Martinez, F. J. Romero-Jerez, Juan M. |
| contents | We introduce and characterize the Multi-cluster Two-Wave (MTW) fading model, which generalizes \textit{both} the Durgin's Two-Wave with Diffuse Power (TWDP) and the $κ$-$μ$ models under a common umbrella. The MTW model consists of an arbitrary number of clusters of waves each of which may include one or two dominant (specular) components. The chief probability functions of the MTW fading model are obtained, including the probability density function, the cumulative distribution function and the generalized moment-generating function. \textcolor{black}{The proposed model is empirically validated using channel measurements in the sub-THz band and} a number of applications are exemplified, including the outage probability in noise-limited and interference-limited scenarios and the energy detection probability. %Exact expressions for the outage capacity are also obtained. A composite Inverse Gamma (IG)/MTW model is also investigated, thus extending the proposed propagation model to include shadowing. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2305_05342 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | The Multi-cluster Two-Wave Fading Model Olyaee, Maryam Pena-Martin, Juan P. Lopez-Martinez, F. J. Romero-Jerez, Juan M. Information Theory Signal Processing We introduce and characterize the Multi-cluster Two-Wave (MTW) fading model, which generalizes \textit{both} the Durgin's Two-Wave with Diffuse Power (TWDP) and the $κ$-$μ$ models under a common umbrella. The MTW model consists of an arbitrary number of clusters of waves each of which may include one or two dominant (specular) components. The chief probability functions of the MTW fading model are obtained, including the probability density function, the cumulative distribution function and the generalized moment-generating function. \textcolor{black}{The proposed model is empirically validated using channel measurements in the sub-THz band and} a number of applications are exemplified, including the outage probability in noise-limited and interference-limited scenarios and the energy detection probability. %Exact expressions for the outage capacity are also obtained. A composite Inverse Gamma (IG)/MTW model is also investigated, thus extending the proposed propagation model to include shadowing. |
| title | The Multi-cluster Two-Wave Fading Model |
| topic | Information Theory Signal Processing |
| url | https://arxiv.org/abs/2305.05342 |